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condition string | messages list | source dict | synthetic_audit dict |
|---|---|---|---|
direct | [
{
"content": "Please send me a breakdown of the primary 4 objectives for your individual departments by next Tuesday (October 12, 2024). Additionally, try to produce a joint summary identifying the top 6-8 goals for the whole organization. Include a short summary for each goal and an estimate of the projected f... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:27",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_1... | {
"anonymous_generation_notes": "Replaced dates, names (Steve -> Sarah), specific company/asset names (European Priorities, QWEST note, DASH, RAC -> Global Strategy Initiatives, Zenith merger), and modified the requested quantities of priorities while maintaining the task of extracting the primary subject of the seco... |
direct | [
{
"content": "Review the following message and suggest an appropriate subject line for it. Message: Sarah, I spoke with Marcus from Apex Logistics. He can be contacted at 555-012-9876 or via his mobile at 555-012-4321. While many freight forwarders in this region are unreliable, Marcus is highly regarded for hi... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:609",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "The original input contained multiple disparate examples of email subject line generation. I synthesized a single, clean example that preserves the task (suggesting a subject line for a professional referral) while replacing all names (Mike, Britt, Barrett, Jeff, Walter, Blake), organ... |
direct | [
{
"content": "QUESTION: What is the process for the XRT-9000 system? Also, Sarah and Mike are visiting Seattle tomorrow. They are planning to eat at The Grill. Sarah mentioned departing at 5:30 PM, which means they will arrive between 6:15 and 6:30 PM. You are welcome to join; I told them I'd coordinate the mee... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:491",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 3,
"candidate_5gram_overlap_ratio": 0.01775147928994083,
"heuristic_keep": true,
"original_pii_like_hits": 3,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,... |
direct | [
{
"content": "Here is an email: Sarah/Mark, If you have the revised spreadsheet from Julian, I need the following: 1. Variance analysis by department regarding tenure, role, location and KPI scores 2. Application of Predictive or Linear Regression models to tenure, role, location and KPI scores to determine the... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:796",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 7,
"candidate_5gram_overlap_ratio": 0.03867403314917127,
"heuristic_keep": true,
"original_pii_like_hits": 13,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true... |
direct | [
{
"content": "Problem: BODY: I've attached the first draft of the appeal. The legal team is refining the section on regulatory compliance, which should be ready shortly. Could you take a look at the current version? ====== A: SUBJECT: Logistics Audit Problem: BODY: Sarah - I need you to go over the attached aud... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:210",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "Replaced all names (Paul, Jim, Bryan, Brant Reves) with synthetic names (Sarah, Marcus, Elena). Changed the business context from marketing/gas contracts to logistics/warehouse audits. Modified the dates and specific report types. Maintained the few-shot pattern of providing email bod... |
direct | [
{
"content": "IN: You're invited to the Annual Team Gala. It's happening next Tuesday, July 12th, from 6pm to 11pm at The Grand Ballroom. Refreshments provided. Check your physical inbox for the formal invite and map. Email me for queries. Thanks. Generate a subject line. OUT: Invitation - Please confirm via em... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:462",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 1,
"candidate_5gram_overlap_ratio": 0.005,
"heuristic_keep": true,
"original_pii_like_hits": 12,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,
"low_tex... |
direct | [
{
"content": "Problem: BODY: Marcus, I sent the legal notice via courier. Please mail the payment from Zenith Logistics to Sarah Jenkins at Office 912. Appreciate the help. Elena ====== A: SUBJECT: Payment Transfer Problem: BODY: Julian, you are confirmed to present to the Global Tech Forum regarding Cybersecur... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:483",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "Replaced all names (Joe, Laurel, Sheila, Rick -> Marcus, Sarah, Elena, Julian), organizations (Cleary Gottlieb, Enron, IPG, Strategic Information Services -> Zenith Logistics, Global Tech Forum, Urban Planning Council), dates, location codes, and specific legal/ballot references with ... |
direct | [
{
"content": "Subject: \"Weekend Plans\". Body: Marcus, I appreciate you offering those spare passes for the concert. It turns out I'm sorted now—my cousin has seats right next to her and her partner. Enjoy the show, and maybe I'll bump into you there, though it'll be packed. Elena. - - Forecast says Sunday wil... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:1018",
"synth_source_slug": "flan_flan_fsopt_data_aeslc... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 0,
"candidate_5gram_overlap_ratio": 0,
"heuristic_keep": true,
"original_pii_like_hits": 5,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,
"low_textual_... |
direct | [
{
"content": "QUESTION: (1) The Zenith Logistics Master Lease was delivered to Vertex on 5/12. Vertex is drafting a transfer deed from Zenith to Vertex Capital Ltd. (2) Global Bank is providing feedback on the Derivative Contract (3) I am analyzing the Sterling custodial contract. I require the contact details ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:1121",
"synth_source_slug": "flan_flan_fsopt_data_aeslc... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 4,
"candidate_5gram_overlap_ratio": 0.02127659574468085,
"heuristic_keep": true,
"original_pii_like_hits": 13,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true... |
direct | [
{
"content": "Subject: \"Storage quota exceeded\". Body: Your account has surpassed the allocated storage limit configured by the system manager. Current usage is 45.2 GB. Thresholds: A notification is triggered at 30 GB. All uploads are blocked at 40 GB. You must clear space to restore full functionality. Plea... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:166",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 0,
"candidate_5gram_overlap_ratio": 0,
"heuristic_keep": true,
"original_pii_like_hits": 5,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,
"low_textual_... |
direct | [
{
"content": "IN: This is an email Claire: I need to know which division you are joining (Apex Logistics, Zenith Group, or Nova Systems) so I can update the internal directory and project logs. Best, Maya. What is the subject? OUT: Logistics Integration IN: This is an email James, I've been coordinating with Sa... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:714",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 2,
"candidate_5gram_overlap_ratio": 0.008695652173913044,
"heuristic_keep": true,
"original_pii_like_hits": 10,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": tru... |
direct | [
{
"content": "If the wireless network is lagging, it might be because the IT team migrated the access points to the 'Core-Net-Beta' hub. If you are still connected to the legacy hub, remove the profile from your settings and reconnect by searching for 'Core-Net-Beta' in your WiFi menu. Cheers. Q: What is a pote... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:181",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 8,
"candidate_5gram_overlap_ratio": 0.03669724770642202,
"heuristic_keep": true,
"original_pii_like_hits": 6,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,... |
direct | [
{
"content": "IN: I've attached two draft notices regarding the updated HR policies. One covers the new remote work guidelines and the other focuses on wellness benefits. I'm still drafting the one for retirement planning. Do you have any feedback? Regarding the remote work piece, I heard you mentioned three sp... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:152",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 2,
"candidate_5gram_overlap_ratio": 0.007936507936507936,
"heuristic_keep": true,
"original_pii_like_hits": 7,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true... |
direct | [
{
"content": "Problem: BODY: Attached is the updated project timeline. I think we should now categorize these tasks by department. I will send over a proposed workflow shortly. Please notify me if any adjustments are needed. Also, check the requirements section for more details. I appreciate your effort. Best =... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:1065",
"synth_source_slug": "flan_flan_fsopt_data_aeslc... | {
"anonymous_generation_notes": "Replaced all names (Steve, Sara, Chase, Morgan -> Marcus, Elena, Apex, Zenith), locations (Lake Charles -> Arizona), phone numbers, dates, and specific legal documents (Trunkline Confidentiality Agreement, merger letter -> solar farm NDA, consolidation memo). Rewrote the email bodies ... |
direct | [
{
"content": "An agent for Zenith Corp sent a notice on behalf of several Northeast Power partners (Zenith, Apex, Orion, Volt, Solstice) to NEP this morning asking for a consultation regarding the details of a debt deferment plan. Our official press release reads: We seek timely payment and are open to producti... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:615",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 9,
"candidate_5gram_overlap_ratio": 0.03734439834024896,
"heuristic_keep": true,
"original_pii_like_hits": 5,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,... |
direct | [
{
"content": "The following text contains several examples of emails or messages followed by a generated subject line, and ends with a new message that needs a subject line. Example 1: [Text about corporate guarantee documents and legal filings] -> Subject: Document Approval Example 2: [Angry email about invest... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:254",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "The original input was a noisy concatenation of several distinct tasks (legal documents, angry emails, financial reports, and scholarship notes) ending in a meeting request. I preserved the few-shot pattern by creating synthetic examples of diverse communication types and replaced the... |
direct | [
{
"content": "Subject: \"Nordic Wind Report\". Body: Per our discussion, I've attached the latest status report on the Nordic Wind mitigation strategy. Recent efforts have yielded positive results in finalizing several contracts. More energy suppliers are now expressing interest in procurement for regional proj... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:625",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 0,
"candidate_5gram_overlap_ratio": 0,
"heuristic_keep": true,
"original_pii_like_hits": 14,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,
"low_textual... |
direct | [
{
"content": "Generate a concise and descriptive subject line for the following text: We have not implemented a blanket ban on \"digital asset transfers for licensed cooperatives.\" If the necessary compliance checks for a specific cooperative have been successfully completed, their access will be granted. We a... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:174",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "The original task was to generate a subject line for a business text regarding due diligence for utility trading. I replaced the energy/utility context with digital asset transfers for licensed cooperatives. I changed all names (Louise Kitchen -> Marcus Thorne), removed all references... |
direct | [
{
"content": "Sarah: Please copy Marcus on this. For the upcoming quarter, I need the projected inventory lists by the 5th to finalize the warehouse space and shipping quotas for the East and West hubs. Send the updated drafts to my inbox. I'll follow up with a phone call once the final numbers for October 1st ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:401",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 0,
"candidate_5gram_overlap_ratio": 0,
"heuristic_keep": true,
"original_pii_like_hits": 11,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,
"low_textual... |
direct | [
{
"content": "Q: We are thrilled to announce that Marcus Thorne has joined the Zenith Logistics group. Bringing 12 years of expertise in global supply chain optimization, Marcus will lead our strategic planning for the APAC region. His deep knowledge of maritime law and experience with international vendors wil... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:1083",
"synth_source_slug": "flan_flan_fsopt_data_aeslc... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 3,
"candidate_5gram_overlap_ratio": 0.011538461538461539,
"heuristic_keep": true,
"original_pii_like_hits": 18,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": tru... |
direct | [
{
"content": "Subject: \"Team Outing for New Hires\". Body: You are invited to join Sarah Jenkins, Mark Thorne, and the incoming cohort for a welcome dinner this Wednesday, August 15th at 6:00 PM. We will meet at the North Plaza Lounge. Please confirm your attendance via chat or call. Hope to see you there! Tha... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:465",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 0,
"candidate_5gram_overlap_ratio": 0,
"heuristic_keep": true,
"original_pii_like_hits": 16,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,
"low_textual... |
direct | [
{
"content": "Subject: \"Feedback Request: Project Delta Review - Due Friday, 11/15\". Body: Please see the attached draft regarding the proposed changes to the zoning laws for the Metro East District. This document addresses the grievances filed by the Urban Planning Board and the City Council regarding land u... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:339",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 0,
"candidate_5gram_overlap_ratio": 0,
"heuristic_keep": true,
"original_pii_like_hits": 14,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,
"low_textual... |
direct | [
{
"content": "Q: Marcus, just letting you know that next Friday, September 12th, will be my final day here at Zenith Logistics. I've decided to take a new role elsewhere. I've enjoyed our collaboration and wish you much success. Elena Vance Propose a subject line A: Formal Resignation Q: Hi everyone, we've upda... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:967",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 2,
"candidate_5gram_overlap_ratio": 0.007905138339920948,
"heuristic_keep": true,
"original_pii_like_hits": 8,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true... |
direct | [
{
"content": "IN: Please review the enclosed Partnership Contract and the Global Asset Transfer Deed. We have received the scanned copies of both, but we now require the physical signed versions. I have updated the attachments to remove the \"PRELIMINARY\" watermark. Additionally, please check the empty field f... | {
"campaign": "sapient-excluded-synthetic-anonymous",
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{
"content": "IN: This is an email Sarah, I appreciated our conversation regarding the new marketing strategy. It seems your agency has a framework that aligns with our goals, and we are eager to host a demonstration from your team in mid-February. You can reach me at 415-555-0198 or via this email thread. Best... | {
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{
"content": "Problem: BODY: GLOBAL WEATHER MONITORING STATION Central Meteorological Hub, Zurich Contact: alerts@met-hub.ch or info@weather-global.org The following is an update from the Global Weather Monitoring Station: A severe storm system developed approximately 50 miles (80 km) West of Oakhaven, Canada (... | {
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{
"content": "Q: Hello team! We have a few spots left for the 'Advanced Logistics' seminar this Tuesday, July 12th. Please RSVP by Monday, July 7th if you wish to join. Details are listed below. Suggest a subject line. A: Seminar Opening: Advanced Logistics (7/12) IN: Please see the enclosed brief regarding upd... | {
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{
"content": "QUESTION: Hi Team! Since Marcus is taking leave and the bulk of the project concludes next Friday, I'll assign the remaining tasks to Sarah for now, and Marcus can sync up upon his return. I have a call at 11:00 AM today, but I'm hoping to jump on a brief 10-minute sync with you both before that. ... | {
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{
"content": "The following text contains several email fragments. Please identify and provide the subject line for the final email in the sequence: Email 1: A notice from the HR department regarding updated payroll categories. Please note that overtime must be signed off by a manager, so Category A-12 should b... | {
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{
"content": "IN: Marcus and Sarah: Following my chat with Elena, it's confirmed that your firm will handle the legal side of the merger we're pursuing with Zenith Corp. Our business team expects a revised liability agreement from Zenith today, which we'll need you to analyze. Julian Reed and I are leading the ... | {
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{
"content": "Problem: BODY: Hi Sarah, Thanks for getting back to me. My apologies for missing your earlier ring. I wanted to touch base on two items: first, I'm seeking your backing for the Global Health Initiative's proposal to fund the City Museum's wing expansion; second, I'd like to arrange a brief introdu... | {
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"content": "IN: Marcus and Leo - We have a few active agreements with Zenith Logistics Ltd. that were processed via master contracts. The first two engagements, Ref IDs ZX-102 and ZX-105, had specific funding requirements and attached credit clauses. I've included those documents. Since then, we've completed ... | {
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"content": "IN: This is an email A few updates from the recent Urban Planning Board meeting: 1. As mentioned in Sarah Jenkins' memo, Director Miller is expected to retire from the Zoning Committee by December. The only pending project on his desk is the Westside Plaza, so Jenkins believes he will depart befor... | {
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{
"content": "Q: Following up on our call. We need to finalize the proposal by tonight for the director's approval. She will begin sharing the revised fee structures tomorrow but won't sign any contracts until next Tuesday. Propose a subject line A: Proposal Review Q: I've attached the updated policy handbook, ... | {
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{
"content": "Review the following internal communications and identify the specific transaction reference numbers mentioned in the final request. Message 1: Sarah, I'm struggling to align the portfolio data from Julian Vance with our internal records for the Zenith project. The figures in his document don't ma... | {
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{
"content": "IN: This is an email Sarah: Attached is the updated budget report. The tax adjustment is part of the total sum, but I have included a separate list for your review. May 9th X12345 What is the subject? OUT: Budget Report QUESTION: Here are the two portal credentials. USER PASS USR_A alpha123 USR_B ... | {
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{
"content": "Subject: \"Staff Dossier - Elena Vance\". Body: PLEASE SEE THE UPDATED DOCUMENT. Ignore the previous draft sent to Marcus Thorne by Sarah Jenkins, as it was missing several sections. Subject: \"Quick Question\". Body: I attempted to upload the site images for you on Tuesday, but my connection kept... | {
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{
"content": "Q: Let's meet up this Tuesday to review the spring budget for the Delta project. I'm thinking 10:00 AM. I'll check with Sarah to see if the remote team can call in. Does that work? - Marcus Propose a subject line A: Delta Spring Budget IN: Given our current position in the merger, I believe it's p... | {
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direct | [
{
"content": "Here is an email: Sarah/Mike: I've attached the memo we forwarded to the Regional Board detailing the data we believe should be open to the public. We are currently strategizing on how to guarantee that analysts have the same dataset that the Oversight Committee will use for their \"review\" to al... | {
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{
"content": "Hi Marcus - I'm coordinating with the Zenith Tokyo branch for a VIP delegation from Sora Electronics on October 12th. The visiting executives have specifically asked for you to spearhead a session on supply chain resilience and semiconductor logistics. Please confirm if you or a deputy can join fr... | {
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{
"content": "Marcus, following the North Star infrastructure meeting this morning, I've listed the projected pollutant levels for the backup generators at sites A-D. Please note these are potential emission caps rather than measured outputs. Since the original permits didn't mandate field tests, we used standa... | {
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{
"content": "Q: Can you send me your home and office digits, your mobile, your fax, and your physical mailing address? I'm currently staying at the Grand Plaza in Denver until Sunday, reachable at 303-555-0199. I'll try to ring you Friday evening before we meet up for dinner. I can't wait to catch up on all th... | {
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{
"content": "LAST CALL FOR SIGN-UPS - SKYLINE ARCHITECTURE WEBINAR PLEASE CONFIRM BY 5:00 PM OCTOBER 14, 2015 THANKS! Join us to discover the design philosophy of the Azure Studio at Skyline University! This is your chance to connect with the Azure Admissions Board, current scholars, and former graduates. Answ... | {
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{
"content": "Q: We have a recurring issue regarding the verification of asset titles. Typically, we reach out to the legal compliance desk, but since they are currently overwhelmed, I am unsure of the alternative protocol. Perhaps we should route all requests through the finance lead moving forward. This is fr... | {
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{
"content": "Below are several examples of emails followed by a suggested subject line: Example 1: Text: Sarah, we need to synchronize on a few urgent tasks. I need a status report on the Brazil infrastructure project, the latest on the Kyoto regulatory filings, and the timeline for the Berlin site inspection.... | {
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"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
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{
"content": "Below are several email snippets. For the final snippet, provide a concise and professional subject line that captures the primary theme of the text: Email 1: Just a heads up from the Logistics Team - both Marcus and Sarah should be getting the daily shipping manifest. Marcus mentioned Sarah is on... | {
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"synth_source_slug": "flan_flan_fsopt_data_aeslc_1.... | {
"anonymous_generation_notes": "Replaced all names (Roger, Kathy, Kate, etc. to Marcus, Sarah, Jenna, etc.), organizations (EPA, Enron to DOT), specific dates (July 27 to October 12), and industry-specific terminology (New Source Review to Urban Zoning Laws). The task remains the same: generating a summary subject l... |
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{
"content": "Example 1: Hi Marcus, I heard he returned to the city. I'm stuck between two choices: A) Act as if he doesn't exist, or B) Face him and tell him he was a coward for leaving. I've been so stressed I can't even eat. Advice? Question: Suggest a subject line for this message. Answer: Seeking Advice Ex... | {
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"original_pii_like_hits": 8,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,
"low_textual_... |
direct | [
{
"content": "Subject: \"Contract Rate Approval - Sample\". Body: Marcus, This should be the document you needed - this is the standard Rate Lock terminology we include in our agreements (applicable to Variable Rate plans only). Let me know if you require more details. Best, Subject: \"Tuesday Sync\". Body: Sar... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:30",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_1... | {
"anonymous_generation_notes": "Converted the task from email completion/continuation. Changed all names (Gerald -> Marcus, Jeff -> Sarah, Julie Kearney -> Elena Rossi, etc.), locations (Portland -> Chicago), organizations (EBS -> Global Freight, Triad Technology Group -> Apex Shipping Corp, Enron -> 'the company', ... |
direct | [
{
"content": "Q: You are invited to a mixer celebrating the recent achievements of the Logistics Strategy Group, organized by the Regional Logistics Leadership. Join us at The Green Bistro (14 Oak Lane) on Tuesday, September 12, 2023, from 4:00 PM to 6:00 PM. We will be recognizing: Marcus Thorne, Elena Vance, ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:641",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 1,
"candidate_5gram_overlap_ratio": 0.0038022813688212928,
"heuristic_keep": true,
"original_pii_like_hits": 17,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": tr... |
direct | [
{
"content": "IN: This is an email Just confirming that your team has the updated documentation for the following clients: 1. Zenith Logistics 2. Apex Consulting 3. City of Riverside 4. Nova Tech. Additionally, Sarah wants to revise the standard onboarding template (and update the Global Trade files). She is un... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:836",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 5,
"candidate_5gram_overlap_ratio": 0.0165016501650165,
"heuristic_keep": true,
"original_pii_like_hits": 15,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,... |
direct | [
{
"content": "QUESTION: I've attached the proposal I drafted for Zenith Corp. Please ensure you cross-reference the guidelines sent by Sarah Jenkins in the previous group thread. This version incorporates feedback from Marcus and Elena. I also added the updated compliance clause since the original Zenith agreem... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:691",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 12,
"candidate_5gram_overlap_ratio": 0.03007518796992481,
"heuristic_keep": true,
"original_pii_like_hits": 50,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "none",
"keep":... |
direct | [
{
"content": "Subject: \"Meeting with Sarah Jenkins\". Body: Mike, as we talked about. Date Tuesday 12th Oct Time 5:00 PM Loc The Green Bistro - Maple & Main. Sarah's contact if you're lost is 555-012-3456 (office). Just a reminder that we contacted her first, so she's a bit hesitant. Keep me and Leo posted on ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:1105",
"synth_source_slug": "flan_flan_fsopt_data_aeslc... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 0,
"candidate_5gram_overlap_ratio": 0,
"heuristic_keep": true,
"original_pii_like_hits": 26,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,
"low_textual... |
direct | [
{
"content": "IN: The hiking trip is set for 8am Sunday. Not the best time, but there is a local festival on Saturday. Tell me if you are coming. Just the two of us. Reach me at office 555-0102 or home 555-0199. Also, send over your contact details via email. Generate a subject line. OUT: Hiking IN: Following t... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:880",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 8,
"candidate_5gram_overlap_ratio": 0.020512820512820513,
"heuristic_keep": true,
"original_pii_like_hits": 20,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": tru... |
direct | [
{
"content": "Subject: \"Following up on my call\". Body: 1) Project Zenith Group: Please inform me if you want to distribute a group announcement to the staff who worked the overnight shift on Tuesday, March 12th for the system migration. I have compiled a contact directory of the participants which I can prov... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:1088",
"synth_source_slug": "flan_flan_fsopt_data_aeslc... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 0,
"candidate_5gram_overlap_ratio": 0,
"heuristic_keep": true,
"original_pii_like_hits": 8,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,
"low_textual_... |
direct | [
{
"content": "IN: Because of the merger with Zenith Corp, we are updating the Service Level Agreements (\"SLA\") for all European cloud hosting accounts on the CloudPortal, effective December 12th. Clients without a custom enterprise contract must agree to these terms to maintain service. To avoid outages, we w... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:1096",
"synth_source_slug": "flan_flan_fsopt_data_aeslc... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 14,
"candidate_5gram_overlap_ratio": 0.03398058252427184,
"heuristic_keep": true,
"original_pii_like_hits": 19,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": tru... |
direct | [
{
"content": "Below are several examples of emails followed by their suggested subject lines. Example 1: Email: I believe our defense is quick, though we are still slightly slower than the State Lions. The coach kept the playbook simple to prioritize the ground game. Our star running back, Leo, has incredible a... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:129",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "The original data contained multiple few-shot examples of email subject line generation. I replaced all specific sports references (OU, Miami, etc.), names (Mack, Benson, etc.), dates, and personal scenarios with entirely new synthetic equivalents while maintaining the 'few-shot' stru... |
direct | [
{
"content": "Problem: BODY: To: Ms. Sarah Jenkins, Director of Operations at Global Logistics Inc. Please find the attached project summary for your review. I have included the following PDF documents: 1. \"Team Credentials\" 2. \"Project Roadmap\" which details the budget and resource allocation. Kindly confi... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:898",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 0,
"candidate_5gram_overlap_ratio": 0,
"heuristic_keep": true,
"original_pii_like_hits": 15,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,
"low_textual... |
direct | [
{
"content": "QUESTION: System alert for Group_Update_2024 (admin@net-sync.org:1) This is an automated notification regarding your membership in Group_Update_2024. To opt-out, send a request to the system administrator. Your current preferences are: Email notifications: Enabled; Privacy mode: Active; Summary fo... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:315",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 13,
"candidate_5gram_overlap_ratio": 0.033419023136246784,
"heuristic_keep": true,
"original_pii_like_hits": 20,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": tr... |
direct | [
{
"content": "QUESTION: Sarah and I are excited for the hiking trip. We prefer vegetarian meals. We'll land on Thursday at 4:00 PM, so we'll make it on time. Should Sarah bring her formal wear for the gala? Suggest a subject line for this email? ANS: Hiking Trip. This is a draft. I need to check with the budget... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:328",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 13,
"candidate_5gram_overlap_ratio": 0.029885057471264367,
"heuristic_keep": true,
"original_pii_like_hits": 18,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": tr... |
direct | [
{
"content": "QUESTION: Sarah Jenkins is organizing monthly strategy reviews for October. The sessions are set for every second Friday at 10:00 a.m. in Conference Room B, lasting ninety minutes, starting October 11 and concluding October 25. Please notify us if your director is unavailable. Best, Mark Stevens. ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:72",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_1... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 5,
"candidate_5gram_overlap_ratio": 0.011848341232227487,
"heuristic_keep": true,
"original_pii_like_hits": 18,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": tru... |
direct | [
{
"content": "Q: Elena is revising her records and drafting a formal memo regarding the asset management contracts. I have these windows open for a meeting (likely needing sixty minutes): Tuesday from 2:00 to 4:00 or Wednesday after 9:00. Please notify me of your choice quickly so I can coordinate. Thanks, Chlo... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:947",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 18,
"candidate_5gram_overlap_ratio": 0.04205607476635514,
"heuristic_keep": true,
"original_pii_like_hits": 18,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": tru... |
direct | [
{
"content": "IN: Starting October 12th, we are transitioning our quarterly audit logs to the Cloud Compliance Portal. This update replaces the manual submission of PDF and CSV files via email. Instead, you will receive an automated notification containing a secure access link. For technical support or permissi... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:442",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "Replaced all specific dates, names, locations, and organizations. Changed 'Enron North America Corp' to 'Zenith Global Ltd' and the project name 'Rio Bravo Pipeline Open Season' to 'Project Aurora Partnership'. Rewrote the few-shot examples (administrative update, weather alert, and s... |
direct | [
{
"content": "Here is an email: We have received a signed Contract Addendum from October 12, 2015, between Global Logistics Ltd and Zenith Manufacturing. The addendum (i) updates the 'Service Level' clause to include expedited shipping options; (ii) designates Global Logistics Ltd as the Primary Vendor for all ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:387",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 19,
"candidate_5gram_overlap_ratio": 0.04491725768321513,
"heuristic_keep": true,
"original_pii_like_hits": 32,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "none",
"keep":... |
direct | [
{
"content": "Identify the sender or the person on whose behalf the message was sent based on the provided text snippets. Text 1: To align with the updated safety protocols at the Zenith Tech Plaza in Seattle, all contractor staff and visitors must show a valid corporate credential or government-issued photo id... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:717",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "The original text contained multiple disparate email-like snippets related to Enron. I replaced Enron with 'Zenith', changed all names (Lee Wright, Andy, Ben, James Derrick) to synthetic equivalents (Sarah Jenkins, Marcus, Elena, Robert Sterling), altered locations (Houston to Seattle... |
direct | [
{
"content": "Below are several examples of emails and their corresponding subject lines. Example 1: Email: Due to the recent departmental shifts, please update the routing for the quarterly audit. Marcus Thorne is now leading the Logistics Division, while Elena Vance has moved to Corporate Strategy. Please swa... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:1111",
"synth_source_slug": "flan_flan_fsopt_data_aeslc... | {
"anonymous_generation_notes": "Replaced all corporate entities (Enron, SITA), specific names (Philippe Bibi, Sally, etc.), locations (New Orleans), software (Outlook, Lotus Notes), and specific dates. The task remains a few-shot subject line generation for an IT outage notification.",
"attempt": 1,
"heuristic":... |
direct | [
{
"content": "QUESTION: hi marco, it was great catching up about your visit to oregon. it seems like a peaceful getaway. i noticed you're still undecided about the position in boston. are you feeling hesitant? if you're keen on moving to boston but not this specific role, perhaps accepting it as a stepping ston... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:830",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 16,
"candidate_5gram_overlap_ratio": 0.034261241970021415,
"heuristic_keep": true,
"original_pii_like_hits": 11,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "none",
"keep"... |
direct | [
{
"content": "Below are several examples of emails followed by a suggested subject line: Email: We need your tax identification number to finalize the payroll setup since your foreign visa is still processing. Please send a scan to Marcus Thorne in HR. He is coordinating with the finance team to ensure your fir... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:537",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "The original task was a few-shot subject line generation. I replaced all personal names (Joyce, Sylvia, Riccardo, etc.), organizations (HSBC, Enron), locations (New York, Maryland, Miami), and contact details (phone number). I rewrote the email scenarios—changing a phone service reque... |
direct | [
{
"content": "QUESTION: Hi Team, please send all files regarding the Azure/Neo/Kyoto project to Sarah Jenkins at the legal firm. This should include all vendor contracts and project folders. If anyone has a complete digital archive of the vendor contracts, please reply to this thread. They need to be couriered ... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:725",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "",
"attempt": 1,
"heuristic": {
"candidate_5gram_overlap_count": 4,
"candidate_5gram_overlap_ratio": 0.00784313725490196,
"heuristic_keep": true,
"original_pii_like_hits": 7,
"unchanged_pii_like_hits": []
},
"judge": {
"complaint": "",
"keep": true,... |
direct | [
{
"content": "Below are several examples of emails and the corresponding subject lines generated for them. Example 1: Email: Sarah - I need a conflict check for Zenith Logistics Group. They were previously operating as Zenith Freight, so please screen both entities. Thanks. Subject: Zenith Logistics Group Examp... | {
"campaign": "sapient-excluded-synthetic-anonymous",
"group": "high40",
"source_path": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet",
"source_row_id": "sapient_cleaned/data_clustered/flan/flan_fsopt_data__aeslc_1.0.0.parquet:485",
"synth_source_slug": "flan_flan_fsopt_data_aeslc_... | {
"anonymous_generation_notes": "The original task was a few-shot subject line generation. I replaced all company names (APB, Calpine, ISO New England, ENW, Energy Argus), person names (Kay, Cecilia Cheung, Paul Choi, Greg Wolfe, John Forney, Jim, Peter, Mark, Stephanie), dates, phone numbers, and specific software/f... |
End of preview.
sapient-synth-flan-flan-fsopt-data-aeslc-1.0.0
Chat-template-ready synthetic anonymous replacement examples for one Sapient source excluded from the DFM5 data mix.
Contents
- Format: gzip-compressed JSON Lines under
data/train.jsonl.gz - Schema:
{"messages": [{"role": "user", "content": "..."}, {"role": "assistant", "content": "..."}]} - Files:
1 - Rows:
20094 - Task: synthetic anonymous instruction replacement
Generation
Rows were generated with google/gemma-4-31B-it and accepted only after a google/gemma-4-31B-it judge checked task preservation, PII absence, low textual overlap, and usefulness.
Overlap precautions: prompts asked the model to create new synthetic examples that preserve the task type and skill, not to rewrite or copy the provenance row. Candidates were rejected when the judge found substantial wording overlap, unresolved PII, or failure to preserve the task. Only accepted rows are included.
License
Released as Apache-2.0. The datasets that inspired these recreations may have different licensing conditions. These examples are fully synthetic recreations with no or minimal wording overlap and were judged to be free of PII before inclusion.
Recreate
python recreate_dataset.py --validate
python recreate_dataset.py --from-synth /path/to/synth/flan_flan_fsopt_data_aeslc_1.0.0.parquet --output /path/to/output-folder
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