fix dataset viewer

CHANGELOG.md

@@ -3,6 +3,31 @@
 All notable changes to **`nvidia/PhysicalAI-VANTAGE-Bench`** on Hugging Face.
 
 ## 2026-05-27
+- **`data/pointing/` migrated to JSONL as the canonical annotation
+  format.** `data/pointing/VANTAGE_2DPointing.jsonl` (1,005 lines, one
+  sample object per line, 8 fields: `index, question_id, image_path,
+  question, A, B, C, D`) replaces `VANTAGE_2DPointing.tsv`, which has
+  been removed. The JSONL is a lossless conversion of the prior TSV —
+  same 1,005 samples, same field values, same row order, with `index`
+  widened from string to integer. No sample content changed and no
+  ground-truth fields (`answer`, `target_point`) were introduced. The
+  Hugging Face Dataset Viewer `pointing` config now resolves cleanly
+  alongside the other JSON/JSONL configs (the mixed `.tsv`/`.jsonl`
+  `configs:` block was triggering HF's JSON builder on the TSV and
+  failing with an `ArrowInvalid: JSON parse error`).
+- **`data/event_verification/data_jsons/annotations/*.json` unwrapped
+  to top-level lists.** Each of the four files
+  (`VANTAGE_EventVerification.json` — 67 entries,
+  `tailgating_location_a.json` — 28, `tailgating_location_b.json` — 22,
+  `warehouse_near_miss.json` — 46; 163 total) was rewritten from
+  `{"bcq": [...]}` to `[...]`, matching the
+  `vqa/data_jsons/annotations/` and
+  `temporal_localization/data_jsons/annotations/` layouts. Every sample
+  object (`{id, video, system_prompt, question}`) is preserved
+  byte-for-byte and entry order is unchanged. This lets the Hugging
+  Face Dataset Viewer row-expand the files to 163 (instead of
+  collapsing each top-level object to a single row, which produced
+  4 rows in the viewer).
 - **`data/pointing/VANTAGE_2DPointing.tsv` updated.** MCQ option
   coordinates (columns `A`–`D`) are now expressed in the normalized
   `0–1000` coordinate system (each cell is an `x,y` pair, with both

README.md

@@ -22,7 +22,7 @@ configs:
 - config_name: pointing
   data_files:
   - split: test
-    path: data/pointing/VANTAGE_2DPointing.tsv
+    path: data/pointing/VANTAGE_2DPointing.jsonl
 - config_name: tracking
   data_files:
   - split: test

data/README.md

@@ -18,7 +18,7 @@ data/
 │   ├── *.mp4 (under videos/)
 │   └── data_jsons/annotations/*.json
 ├── pointing/                     # 2D spatial pointing
-│   └── VANTAGE_2DPointing.tsv
+│   └── VANTAGE_2DPointing.jsonl
 ├── referring/                    # 2D referring expressions
 │   └── refdrone_test_llava.json
 ├── temporal_localization/        # Temporal grounding
@@ -67,22 +67,25 @@ annotations.
 
 ### `event_verification/` — Binary Event Verification
 Per-entry questions in `event_verification/data_jsons/annotations/*.json`
-(four files: `VANTAGE_EventVerification.json`,
-`tailgating_location_a.json`, `tailgating_location_b.json`,
-`warehouse_near_miss.json`). All four share a unified schema:
-`{"bcq": [{id, video, system_prompt, question}, …]}` where `video` is the
-basename (e.g. `example.mp4`) and `id` is the stem (e.g. `example`),
-resolving against `event_verification/videos/`. The binary `answer` is
-removed.
+(four files: `VANTAGE_EventVerification.json` — 67 entries,
+`tailgating_location_a.json` — 28, `tailgating_location_b.json` — 22,
+`warehouse_near_miss.json` — 46; 163 total). Each file is a top-level
+list of sample objects with schema
+`[{id, video, system_prompt, question}, …]` — matching the
+`vqa/` and `temporal_localization/` annotation layout — where `video`
+is the basename (e.g. `example.mp4`) and `id` is the stem
+(e.g. `example`), resolving against `event_verification/videos/`. The
+binary `answer` is removed.
 
 ### `pointing/` — 2D Spatial Pointing
-`VANTAGE_2DPointing.tsv` — tab-separated, 8 columns:
-`index, question_id, image_path, question, A, B, C, D`. Each row carries
-the question and four multiple-choice options (`A`–`D`); each option is
-an `x,y` pair in the **normalized `0–1000` coordinate system** (both
-components in `[0, 1000]` relative to the image dimensions). Ground-truth
-fields (`answer`, `target_point`) are held server-side and are not
-included in the public TSV.
+`VANTAGE_2DPointing.jsonl` — one JSON object per line, 1,005 lines,
+8 fields: `index, question_id, image_path, question, A, B, C, D`. Each
+line carries the question and four multiple-choice options (`A`–`D`);
+each option is an `x,y` pair (string `"x,y"`) in the **normalized
+`0–1000` coordinate system** (both components in `[0, 1000]` relative
+to the image dimensions). `index` is an integer in `[0, 1004]`.
+Ground-truth fields (`answer`, `target_point`) are held server-side and
+are not included in the public JSONL.
 
 ### `referring/` — 2D Referring Expressions
 `refdrone_test_llava.json` — list of LLaVA conversation entries. Only the `human` turn (the question) is retained; the `gpt` turn (predicted bboxes) and GT meta fields are removed.

data/event_verification/data_jsons/annotations/tailgating_location_a.json

@@ -1,172 +1,170 @@
-{
-  "bcq": [
-    {
-      "id": "10_15_2025_sp_8_35_08_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_15_2025_sp_8_35_08_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "11_20_2025_sp_4_13_08_sp_PM_sp__lp_UTC-08_00_rp_",
-      "video": "11_20_2025_sp_4_13_08_sp_PM_sp__lp_UTC-08_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "11_24_2025_sp_9_44_18_sp_AM_sp__lp_UTC-08_00_rp_",
-      "video": "11_24_2025_sp_9_44_18_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "11_20_2025_sp_1_01_55_sp_PM_sp__lp_UTC-08_00_rp_",
-      "video": "11_20_2025_sp_1_01_55_sp_PM_sp__lp_UTC-08_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_25_2025_sp_6_30_25_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_25_2025_sp_6_30_25_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_15_2025_sp_8_38_19_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_15_2025_sp_8_38_19_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_8_2025_sp_8_38_03_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_8_2025_sp_8_38_03_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_25_2025_sp_6_09_05_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_25_2025_sp_6_09_05_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_25_2025_sp_6_46_58_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_25_2025_sp_6_46_58_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "11_24_2025_sp_10_23_17_sp_AM_sp__lp_UTC-08_00_rp_",
-      "video": "11_24_2025_sp_10_23_17_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_9_2025_sp_8_48_30_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_9_2025_sp_8_48_30_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_8_2025_sp_8_43_54_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_8_2025_sp_8_43_54_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "11_21_2025_sp_11_56_03_sp_AM_sp__lp_UTC-08_00_rp_",
-      "video": "11_21_2025_sp_11_56_03_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_16_2025_sp_9_00_13_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_16_2025_sp_9_00_13_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_25_2025_sp_6_48_55_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_25_2025_sp_6_48_55_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_25_2025_sp_6_12_31_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_25_2025_sp_6_12_31_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_16_2025_sp_9_10_29_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_16_2025_sp_9_10_29_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_15_2025_sp_8_39_16_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_15_2025_sp_8_39_16_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "11_24_2025_sp_10_44_28_sp_AM_sp__lp_UTC-08_00_rp_",
-      "video": "11_24_2025_sp_10_44_28_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "11_24_2025_sp_1_28_55_sp_PM_sp__lp_UTC-08_00_rp_",
-      "video": "11_24_2025_sp_1_28_55_sp_PM_sp__lp_UTC-08_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_25_2025_sp_6_32_48_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_25_2025_sp_6_32_48_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "11_21_2025_sp_11_40_45_sp_AM_sp__lp_UTC-08_00_rp_",
-      "video": "11_21_2025_sp_11_40_45_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_25_2025_sp_6_15_08_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_25_2025_sp_6_15_08_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_25_2025_sp_6_22_57_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_25_2025_sp_6_22_57_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "11_21_2025_sp_11_55_17_sp_AM_sp__lp_UTC-08_00_rp_",
-      "video": "11_21_2025_sp_11_55_17_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "10_9_2025_sp_8_51_57_sp_PM_sp__lp_UTC-07_00_rp_",
-      "video": "10_9_2025_sp_8_51_57_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "11_21_2025_sp_11_18_34_sp_AM_sp__lp_UTC-08_00_rp_",
-      "video": "11_21_2025_sp_11_18_34_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "11_24_2025_sp_2_57_33_sp_PM_sp__lp_UTC-08_00_rp_",
-      "video": "11_24_2025_sp_2_57_33_sp_PM_sp__lp_UTC-08_00_rp_.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    }
-  ]
-}
+[
+  {
+    "id": "10_15_2025_sp_8_35_08_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_15_2025_sp_8_35_08_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "11_20_2025_sp_4_13_08_sp_PM_sp__lp_UTC-08_00_rp_",
+    "video": "11_20_2025_sp_4_13_08_sp_PM_sp__lp_UTC-08_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "11_24_2025_sp_9_44_18_sp_AM_sp__lp_UTC-08_00_rp_",
+    "video": "11_24_2025_sp_9_44_18_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "11_20_2025_sp_1_01_55_sp_PM_sp__lp_UTC-08_00_rp_",
+    "video": "11_20_2025_sp_1_01_55_sp_PM_sp__lp_UTC-08_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_25_2025_sp_6_30_25_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_25_2025_sp_6_30_25_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_15_2025_sp_8_38_19_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_15_2025_sp_8_38_19_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_8_2025_sp_8_38_03_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_8_2025_sp_8_38_03_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_25_2025_sp_6_09_05_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_25_2025_sp_6_09_05_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_25_2025_sp_6_46_58_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_25_2025_sp_6_46_58_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "11_24_2025_sp_10_23_17_sp_AM_sp__lp_UTC-08_00_rp_",
+    "video": "11_24_2025_sp_10_23_17_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_9_2025_sp_8_48_30_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_9_2025_sp_8_48_30_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_8_2025_sp_8_43_54_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_8_2025_sp_8_43_54_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "11_21_2025_sp_11_56_03_sp_AM_sp__lp_UTC-08_00_rp_",
+    "video": "11_21_2025_sp_11_56_03_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_16_2025_sp_9_00_13_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_16_2025_sp_9_00_13_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_25_2025_sp_6_48_55_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_25_2025_sp_6_48_55_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_25_2025_sp_6_12_31_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_25_2025_sp_6_12_31_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_16_2025_sp_9_10_29_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_16_2025_sp_9_10_29_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_15_2025_sp_8_39_16_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_15_2025_sp_8_39_16_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "11_24_2025_sp_10_44_28_sp_AM_sp__lp_UTC-08_00_rp_",
+    "video": "11_24_2025_sp_10_44_28_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "11_24_2025_sp_1_28_55_sp_PM_sp__lp_UTC-08_00_rp_",
+    "video": "11_24_2025_sp_1_28_55_sp_PM_sp__lp_UTC-08_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_25_2025_sp_6_32_48_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_25_2025_sp_6_32_48_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "11_21_2025_sp_11_40_45_sp_AM_sp__lp_UTC-08_00_rp_",
+    "video": "11_21_2025_sp_11_40_45_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_25_2025_sp_6_15_08_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_25_2025_sp_6_15_08_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_25_2025_sp_6_22_57_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_25_2025_sp_6_22_57_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "11_21_2025_sp_11_55_17_sp_AM_sp__lp_UTC-08_00_rp_",
+    "video": "11_21_2025_sp_11_55_17_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "10_9_2025_sp_8_51_57_sp_PM_sp__lp_UTC-07_00_rp_",
+    "video": "10_9_2025_sp_8_51_57_sp_PM_sp__lp_UTC-07_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "11_21_2025_sp_11_18_34_sp_AM_sp__lp_UTC-08_00_rp_",
+    "video": "11_21_2025_sp_11_18_34_sp_AM_sp__lp_UTC-08_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "11_24_2025_sp_2_57_33_sp_PM_sp__lp_UTC-08_00_rp_",
+    "video": "11_24_2025_sp_2_57_33_sp_PM_sp__lp_UTC-08_00_rp_.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  }
+]

data/event_verification/data_jsons/annotations/tailgating_location_b.json

@@ -1,136 +1,134 @@
-{
-  "bcq": [
-    {
-      "id": "evs_6a52f11dad",
-      "video": "evs_6a52f11dad.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_b561420691",
-      "video": "evs_b561420691.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_907fe737cf",
-      "video": "evs_907fe737cf.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_0ea91247d8",
-      "video": "evs_0ea91247d8.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_6ad1a891ad",
-      "video": "evs_6ad1a891ad.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_d0e459f682",
-      "video": "evs_d0e459f682.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_2e30648c0a",
-      "video": "evs_2e30648c0a.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_292daa255e",
-      "video": "evs_292daa255e.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_a9e180fff3",
-      "video": "evs_a9e180fff3.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_53f64ccbe8",
-      "video": "evs_53f64ccbe8.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_b982d3f339",
-      "video": "evs_b982d3f339.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_03018e0ecf",
-      "video": "evs_03018e0ecf.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_bf746e9608",
-      "video": "evs_bf746e9608.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_6e738337bc",
-      "video": "evs_6e738337bc.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_f979eb0318",
-      "video": "evs_f979eb0318.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_024ae78480",
-      "video": "evs_024ae78480.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_fa68a5a4f8",
-      "video": "evs_fa68a5a4f8.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_eed8192951",
-      "video": "evs_eed8192951.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_32231b0bd6",
-      "video": "evs_32231b0bd6.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_a713802c9d",
-      "video": "evs_a713802c9d.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_3f674e8c19",
-      "video": "evs_3f674e8c19.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    },
-    {
-      "id": "evs_6a4da56832",
-      "video": "evs_6a4da56832.mp4",
-      "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
-      "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
-    }
-  ]
-}
+[
+  {
+    "id": "evs_6a52f11dad",
+    "video": "evs_6a52f11dad.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_b561420691",
+    "video": "evs_b561420691.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_907fe737cf",
+    "video": "evs_907fe737cf.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_0ea91247d8",
+    "video": "evs_0ea91247d8.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_6ad1a891ad",
+    "video": "evs_6ad1a891ad.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_d0e459f682",
+    "video": "evs_d0e459f682.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_2e30648c0a",
+    "video": "evs_2e30648c0a.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_292daa255e",
+    "video": "evs_292daa255e.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_a9e180fff3",
+    "video": "evs_a9e180fff3.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_53f64ccbe8",
+    "video": "evs_53f64ccbe8.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_b982d3f339",
+    "video": "evs_b982d3f339.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_03018e0ecf",
+    "video": "evs_03018e0ecf.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_bf746e9608",
+    "video": "evs_bf746e9608.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_6e738337bc",
+    "video": "evs_6e738337bc.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_f979eb0318",
+    "video": "evs_f979eb0318.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_024ae78480",
+    "video": "evs_024ae78480.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_fa68a5a4f8",
+    "video": "evs_fa68a5a4f8.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_eed8192951",
+    "video": "evs_eed8192951.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_32231b0bd6",
+    "video": "evs_32231b0bd6.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_a713802c9d",
+    "video": "evs_a713802c9d.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_3f674e8c19",
+    "video": "evs_3f674e8c19.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  },
+  {
+    "id": "evs_6a4da56832",
+    "video": "evs_6a4da56832.mp4",
+    "system_prompt": "You are an expert AI assistant for video analysis. Your task is to accurately classify whether a surveillance video depicts **normal access** or **tailgating** behavior, based on the strict definitions below.\n\n# Category Definitions\n\n- **Normal Access**:  \nA person (or group) enters a secure area **properly authenticated** (e.g., by using a badge, keycard, or biometric system). Only those with authorization enter. There is **no evidence of security breach** or abnormal entry.  \n\n- **Tailgating**:  \nOne or more individuals **enter a secure area without authorization** by following closely behind an authorized person who has legitimately gained access. The unauthorized individual does not use valid credentials but takes advantage of the door being open. This includes:  \n- Following immediately behind someone with a badge swipe.  \n- Entering as part of a group where only the first person authenticates.  \n- Entering without any visible authentication while leveraging someone else's access.",
+    "question": "Does the video depict tailgating behavior? Answer \"Yes\" or \"No\"."
+  }
+]

data/event_verification/data_jsons/annotations/warehouse_near_miss.json

@@ -1,280 +1,278 @@
-{
-  "bcq": [
-    {
-      "id": "scene_07_01_00-23-52_to_00-25-33_GoPro1_Fork_Lift_stopped_while_person_crossing_the_isle_08-22",
-      "video": "scene_07_01_00-23-52_to_00-25-33_GoPro1_Fork_Lift_stopped_while_person_crossing_the_isle_08-22.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_08_01_00-00-46_to_00-02-20_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_01-15",
-      "video": "scene_08_01_00-00-46_to_00-02-20_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_01-15.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_08_02_00-02-20_to_00-04-56_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_08-22",
-      "video": "scene_08_02_00-02-20_to_00-04-56_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_08-22.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_08_03_00-04-56_to_00-08-15_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_04-18",
-      "video": "scene_08_03_00-04-56_to_00-08-15_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_04-18.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_09_01_00-08-15_to_00-10-22_GoPro1_Fork_Lift_moving_while_person_on_the_phone_crossing_the_isle_06-20",
-      "video": "scene_09_01_00-08-15_to_00-10-22_GoPro1_Fork_Lift_moving_while_person_on_the_phone_crossing_the_isle_06-20.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_10_01_00-10-22_to_00-13-12_GoPro1_Fork_Lift_moving_while_person_crossing_the_isle_06-20",
-      "video": "scene_10_01_00-10-22_to_00-13-12_GoPro1_Fork_Lift_moving_while_person_crossing_the_isle_06-20.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_11_01_00-13-12_to_00-16-16_GoPro1_Fork_Lift_moving_while_multiple_people_in_the_scene_04-22",
-      "video": "scene_11_01_00-13-12_to_00-16-16_GoPro1_Fork_Lift_moving_while_multiple_people_in_the_scene_04-22.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_12_01_00-16-16_to_00-17-31_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_06-20",
-      "video": "scene_12_01_00-16-16_to_00-17-31_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_06-20.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_12_02_00-17-31_to_00-19-50_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_02-16",
-      "video": "scene_12_02_00-17-31_to_00-19-50_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_02-16.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_14_01_00-19-50_to_00-22-54_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_04-18",
-      "video": "scene_14_01_00-19-50_to_00-22-54_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_04-18.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_16_01_00-22-54_to_00-25-38_GoPro1_person_walking_in_front_of_fork_lift_04-48",
-      "video": "scene_16_01_00-22-54_to_00-25-38_GoPro1_person_walking_in_front_of_fork_lift_04-48.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_17_01_00-25-38_to_00-27-32_GoPro1_person_running_in_front_of_fork_lift_02-16",
-      "video": "scene_17_01_00-25-38_to_00-27-32_GoPro1_person_running_in_front_of_fork_lift_02-16.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_17_02_00-27-32_to_00-30-55_GoPro1_person_running_in_front_of_fork_lift_02-26",
-      "video": "scene_17_02_00-27-32_to_00-30-55_GoPro1_person_running_in_front_of_fork_lift_02-26.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_18_01_00-30-55_to_00-33-57_GoPro1_person_jumping_to_not_get_hit_by_the_forklift_00-20",
-      "video": "scene_18_01_00-30-55_to_00-33-57_GoPro1_person_jumping_to_not_get_hit_by_the_forklift_00-20.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_19_01_00-33-57_to_00-35-41_GoPro1_fork_lift_moving_backwards_person_cutting_in_front_of_the_fo_04-24",
-      "video": "scene_19_01_00-33-57_to_00-35-41_GoPro1_fork_lift_moving_backwards_person_cutting_in_front_of_the_fo_04-24.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_20_01_00-35-41_to_00-37-23_GoPro1_fork_lift_going_backwards_person_running_passed_04-22",
-      "video": "scene_20_01_00-35-41_to_00-37-23_GoPro1_fork_lift_going_backwards_person_running_passed_04-22.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_21_01_00-37-23_to_00-39-30_GoPro1_fork_lift_going_backwards_person_stops_06-24",
-      "video": "scene_21_01_00-37-23_to_00-39-30_GoPro1_fork_lift_going_backwards_person_stops_06-24.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_22_01_00-39-30_to_00-45-36_GoPro1_fork_lift_moving_person_hesitating_and_stepping_back_01-20",
-      "video": "scene_22_01_00-39-30_to_00-45-36_GoPro1_fork_lift_moving_person_hesitating_and_stepping_back_01-20.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_23_01_00-45-36_to_00-49-03_GoPro1_boxes_blocking_the_view_of_the_driver_and_person_crossing_06-26",
-      "video": "scene_23_01_00-45-36_to_00-49-03_GoPro1_boxes_blocking_the_view_of_the_driver_and_person_crossing_06-26.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_25_01_00-02-02_to_00-05-05_GoPro1_person_working_on_boxes_while_fork_lift_approaches_06-30",
-      "video": "scene_25_01_00-02-02_to_00-05-05_GoPro1_person_working_on_boxes_while_fork_lift_approaches_06-30.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_26_01_00-05-05_to_00-08-50_GoPro1_same_as_above_person_jumping_05-24",
-      "video": "scene_26_01_00-05-05_to_00-08-50_GoPro1_same_as_above_person_jumping_05-24.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_27_01_00-08-50_to_00-15-25_GoPro1_person_bending_down_fork_lift_moving_forward_10-30",
-      "video": "scene_27_01_00-08-50_to_00-15-25_GoPro1_person_bending_down_fork_lift_moving_forward_10-30.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_13_S13T1_C2_CS_S13T1_1-12-11-59_chunk_5__event_005_5",
-      "video": "Scene_13_S13T1_C2_CS_S13T1_1-12-11-59_chunk_5__event_005_5.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_13_S13T3_C5_AS_S13T3_01-18-12-10_chunk_2__event_001_1",
-      "video": "Scene_13_S13T3_C5_AS_S13T3_01-18-12-10_chunk_2__event_001_1.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_5__event_008_8",
-      "video": "Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_5__event_008_8.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_6__event_001_1",
-      "video": "Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_6__event_001_1.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_13_S13T4_C5_AS_S13T4_00-58-12-14_chunk_5__event_004_4",
-      "video": "Scene_13_S13T4_C5_AS_S13T4_00-58-12-14_chunk_5__event_004_4.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_1__event_004_4",
-      "video": "Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_1__event_004_4.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_5__event_004_4",
-      "video": "Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_5__event_004_4.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_6__event_001_1",
-      "video": "Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_6__event_001_1.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_13_S13T5_C2_AS_S13T5_0-51-11-39_chunk_5__event_004_4",
-      "video": "Scene_13_S13T5_C2_AS_S13T5_0-51-11-39_chunk_5__event_004_4.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_13_S13T5_C3_AS_S13T5_0-53-11-38_chunk_5__event_004_4",
-      "video": "Scene_13_S13T5_C3_AS_S13T5_0-53-11-38_chunk_5__event_004_4.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_13_S13T5_C4_AS_S13T5_0-53-11-39_chunk_5__event_004_4",
-      "video": "Scene_13_S13T5_C4_AS_S13T5_0-53-11-39_chunk_5__event_004_4.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_13_S13T5_C6_AS_S13T5_00-29-11-15_chunk_5__event_003_3",
-      "video": "Scene_13_S13T5_C6_AS_S13T5_00-29-11-15_chunk_5__event_003_3.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_4_S4T4_C2_CV_S4T4_00-54-10-48_chunk_5__event_001_1",
-      "video": "Scene_4_S4T4_C2_CV_S4T4_00-54-10-48_chunk_5__event_001_1.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_4_S4T4_C4_CS_S4T4_00-54-10-48_chunk_4__event_003_3",
-      "video": "Scene_4_S4T4_C4_CS_S4T4_00-54-10-48_chunk_4__event_003_3.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_1__event_004_4",
-      "video": "Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_1__event_004_4.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_5__event_002_2",
-      "video": "Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_5__event_002_2.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_01_01_00-00-00_to_00-07-34_GoPro1_Calibration_with_people_walking_around_06-26",
-      "video": "scene_01_01_00-00-00_to_00-07-34_GoPro1_Calibration_with_people_walking_around_06-26.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_02_01_00-07-34_to_00-11-38_GoPro1_Forklifts_being_moved_out_of_the_way_06-26",
-      "video": "scene_02_01_00-07-34_to_00-11-38_GoPro1_Forklifts_being_moved_out_of_the_way_06-26.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_04_01_00-11-38_to_00-19-46_GoPro1_Forklift_entering_the_aisle_no_pedestrians_around_06-26",
-      "video": "scene_04_01_00-11-38_to_00-19-46_GoPro1_Forklift_entering_the_aisle_no_pedestrians_around_06-26.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_05_01_00-19-46_to_00-21-03_GoPro1_Fork_Lift_crossing_people_crossing_afterwards_06-26",
-      "video": "scene_05_01_00-19-46_to_00-21-03_GoPro1_Fork_Lift_crossing_people_crossing_afterwards_06-26.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_06_01_00-21-03_to_00-23-52_GoPro1_Fork_Lift_crossing_people_following_the_forklift_06-26",
-      "video": "scene_06_01_00-21-03_to_00-23-52_GoPro1_Fork_Lift_crossing_people_following_the_forklift_06-26.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_28_01_00-15-25_to_00-27-58_GoPro1_boxes_falling_04-22",
-      "video": "scene_28_01_00-15-25_to_00-27-58_GoPro1_boxes_falling_04-22.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_29_01_00-01-07_to_00-10-18_GoPro1_driver_picks_up_trash_00-50",
-      "video": "scene_29_01_00-01-07_to_00-10-18_GoPro1_driver_picks_up_trash_00-50.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    },
-    {
-      "id": "scene_29_01_00-09-27_to_00-12-53_GoPro1_driver_picks_up_trash_00-20",
-      "video": "scene_29_01_00-09-27_to_00-12-53_GoPro1_driver_picks_up_trash_00-20.mp4",
-      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
-      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-    }
-  ]
-}
+[
+  {
+    "id": "scene_07_01_00-23-52_to_00-25-33_GoPro1_Fork_Lift_stopped_while_person_crossing_the_isle_08-22",
+    "video": "scene_07_01_00-23-52_to_00-25-33_GoPro1_Fork_Lift_stopped_while_person_crossing_the_isle_08-22.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_08_01_00-00-46_to_00-02-20_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_01-15",
+    "video": "scene_08_01_00-00-46_to_00-02-20_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_01-15.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_08_02_00-02-20_to_00-04-56_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_08-22",
+    "video": "scene_08_02_00-02-20_to_00-04-56_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_08-22.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_08_03_00-04-56_to_00-08-15_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_04-18",
+    "video": "scene_08_03_00-04-56_to_00-08-15_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_04-18.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_09_01_00-08-15_to_00-10-22_GoPro1_Fork_Lift_moving_while_person_on_the_phone_crossing_the_isle_06-20",
+    "video": "scene_09_01_00-08-15_to_00-10-22_GoPro1_Fork_Lift_moving_while_person_on_the_phone_crossing_the_isle_06-20.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_10_01_00-10-22_to_00-13-12_GoPro1_Fork_Lift_moving_while_person_crossing_the_isle_06-20",
+    "video": "scene_10_01_00-10-22_to_00-13-12_GoPro1_Fork_Lift_moving_while_person_crossing_the_isle_06-20.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_11_01_00-13-12_to_00-16-16_GoPro1_Fork_Lift_moving_while_multiple_people_in_the_scene_04-22",
+    "video": "scene_11_01_00-13-12_to_00-16-16_GoPro1_Fork_Lift_moving_while_multiple_people_in_the_scene_04-22.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_12_01_00-16-16_to_00-17-31_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_06-20",
+    "video": "scene_12_01_00-16-16_to_00-17-31_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_06-20.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_12_02_00-17-31_to_00-19-50_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_02-16",
+    "video": "scene_12_02_00-17-31_to_00-19-50_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_02-16.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_14_01_00-19-50_to_00-22-54_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_04-18",
+    "video": "scene_14_01_00-19-50_to_00-22-54_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_04-18.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_16_01_00-22-54_to_00-25-38_GoPro1_person_walking_in_front_of_fork_lift_04-48",
+    "video": "scene_16_01_00-22-54_to_00-25-38_GoPro1_person_walking_in_front_of_fork_lift_04-48.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_17_01_00-25-38_to_00-27-32_GoPro1_person_running_in_front_of_fork_lift_02-16",
+    "video": "scene_17_01_00-25-38_to_00-27-32_GoPro1_person_running_in_front_of_fork_lift_02-16.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_17_02_00-27-32_to_00-30-55_GoPro1_person_running_in_front_of_fork_lift_02-26",
+    "video": "scene_17_02_00-27-32_to_00-30-55_GoPro1_person_running_in_front_of_fork_lift_02-26.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_18_01_00-30-55_to_00-33-57_GoPro1_person_jumping_to_not_get_hit_by_the_forklift_00-20",
+    "video": "scene_18_01_00-30-55_to_00-33-57_GoPro1_person_jumping_to_not_get_hit_by_the_forklift_00-20.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_19_01_00-33-57_to_00-35-41_GoPro1_fork_lift_moving_backwards_person_cutting_in_front_of_the_fo_04-24",
+    "video": "scene_19_01_00-33-57_to_00-35-41_GoPro1_fork_lift_moving_backwards_person_cutting_in_front_of_the_fo_04-24.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_20_01_00-35-41_to_00-37-23_GoPro1_fork_lift_going_backwards_person_running_passed_04-22",
+    "video": "scene_20_01_00-35-41_to_00-37-23_GoPro1_fork_lift_going_backwards_person_running_passed_04-22.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_21_01_00-37-23_to_00-39-30_GoPro1_fork_lift_going_backwards_person_stops_06-24",
+    "video": "scene_21_01_00-37-23_to_00-39-30_GoPro1_fork_lift_going_backwards_person_stops_06-24.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_22_01_00-39-30_to_00-45-36_GoPro1_fork_lift_moving_person_hesitating_and_stepping_back_01-20",
+    "video": "scene_22_01_00-39-30_to_00-45-36_GoPro1_fork_lift_moving_person_hesitating_and_stepping_back_01-20.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_23_01_00-45-36_to_00-49-03_GoPro1_boxes_blocking_the_view_of_the_driver_and_person_crossing_06-26",
+    "video": "scene_23_01_00-45-36_to_00-49-03_GoPro1_boxes_blocking_the_view_of_the_driver_and_person_crossing_06-26.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_25_01_00-02-02_to_00-05-05_GoPro1_person_working_on_boxes_while_fork_lift_approaches_06-30",
+    "video": "scene_25_01_00-02-02_to_00-05-05_GoPro1_person_working_on_boxes_while_fork_lift_approaches_06-30.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_26_01_00-05-05_to_00-08-50_GoPro1_same_as_above_person_jumping_05-24",
+    "video": "scene_26_01_00-05-05_to_00-08-50_GoPro1_same_as_above_person_jumping_05-24.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_27_01_00-08-50_to_00-15-25_GoPro1_person_bending_down_fork_lift_moving_forward_10-30",
+    "video": "scene_27_01_00-08-50_to_00-15-25_GoPro1_person_bending_down_fork_lift_moving_forward_10-30.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_13_S13T1_C2_CS_S13T1_1-12-11-59_chunk_5__event_005_5",
+    "video": "Scene_13_S13T1_C2_CS_S13T1_1-12-11-59_chunk_5__event_005_5.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_13_S13T3_C5_AS_S13T3_01-18-12-10_chunk_2__event_001_1",
+    "video": "Scene_13_S13T3_C5_AS_S13T3_01-18-12-10_chunk_2__event_001_1.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_5__event_008_8",
+    "video": "Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_5__event_008_8.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_6__event_001_1",
+    "video": "Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_6__event_001_1.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_13_S13T4_C5_AS_S13T4_00-58-12-14_chunk_5__event_004_4",
+    "video": "Scene_13_S13T4_C5_AS_S13T4_00-58-12-14_chunk_5__event_004_4.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_1__event_004_4",
+    "video": "Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_1__event_004_4.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_5__event_004_4",
+    "video": "Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_5__event_004_4.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_6__event_001_1",
+    "video": "Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_6__event_001_1.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_13_S13T5_C2_AS_S13T5_0-51-11-39_chunk_5__event_004_4",
+    "video": "Scene_13_S13T5_C2_AS_S13T5_0-51-11-39_chunk_5__event_004_4.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_13_S13T5_C3_AS_S13T5_0-53-11-38_chunk_5__event_004_4",
+    "video": "Scene_13_S13T5_C3_AS_S13T5_0-53-11-38_chunk_5__event_004_4.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_13_S13T5_C4_AS_S13T5_0-53-11-39_chunk_5__event_004_4",
+    "video": "Scene_13_S13T5_C4_AS_S13T5_0-53-11-39_chunk_5__event_004_4.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_13_S13T5_C6_AS_S13T5_00-29-11-15_chunk_5__event_003_3",
+    "video": "Scene_13_S13T5_C6_AS_S13T5_00-29-11-15_chunk_5__event_003_3.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_4_S4T4_C2_CV_S4T4_00-54-10-48_chunk_5__event_001_1",
+    "video": "Scene_4_S4T4_C2_CV_S4T4_00-54-10-48_chunk_5__event_001_1.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_4_S4T4_C4_CS_S4T4_00-54-10-48_chunk_4__event_003_3",
+    "video": "Scene_4_S4T4_C4_CS_S4T4_00-54-10-48_chunk_4__event_003_3.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_1__event_004_4",
+    "video": "Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_1__event_004_4.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_5__event_002_2",
+    "video": "Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_5__event_002_2.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_01_01_00-00-00_to_00-07-34_GoPro1_Calibration_with_people_walking_around_06-26",
+    "video": "scene_01_01_00-00-00_to_00-07-34_GoPro1_Calibration_with_people_walking_around_06-26.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_02_01_00-07-34_to_00-11-38_GoPro1_Forklifts_being_moved_out_of_the_way_06-26",
+    "video": "scene_02_01_00-07-34_to_00-11-38_GoPro1_Forklifts_being_moved_out_of_the_way_06-26.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_04_01_00-11-38_to_00-19-46_GoPro1_Forklift_entering_the_aisle_no_pedestrians_around_06-26",
+    "video": "scene_04_01_00-11-38_to_00-19-46_GoPro1_Forklift_entering_the_aisle_no_pedestrians_around_06-26.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_05_01_00-19-46_to_00-21-03_GoPro1_Fork_Lift_crossing_people_crossing_afterwards_06-26",
+    "video": "scene_05_01_00-19-46_to_00-21-03_GoPro1_Fork_Lift_crossing_people_crossing_afterwards_06-26.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_06_01_00-21-03_to_00-23-52_GoPro1_Fork_Lift_crossing_people_following_the_forklift_06-26",
+    "video": "scene_06_01_00-21-03_to_00-23-52_GoPro1_Fork_Lift_crossing_people_following_the_forklift_06-26.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_28_01_00-15-25_to_00-27-58_GoPro1_boxes_falling_04-22",
+    "video": "scene_28_01_00-15-25_to_00-27-58_GoPro1_boxes_falling_04-22.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_29_01_00-01-07_to_00-10-18_GoPro1_driver_picks_up_trash_00-50",
+    "video": "scene_29_01_00-01-07_to_00-10-18_GoPro1_driver_picks_up_trash_00-50.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  },
+  {
+    "id": "scene_29_01_00-09-27_to_00-12-53_GoPro1_driver_picks_up_trash_00-20",
+    "video": "scene_29_01_00-09-27_to_00-12-53_GoPro1_driver_picks_up_trash_00-20.mp4",
+    "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+  }
+]