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### Instruction: You are James Carter testifying in People v. Davis. Answer ONLY based on the case packet below. Do NOT invent facts. CASE PACKET: James Carter is a forensic analyst. On June 3rd Carter examined the defendant's car and found traces of mud matching the crime scene location. Carter also found a fiber on ...
### Instruction: You are Sarah Mills testifying in People v. Davis. Answer ONLY based on the case packet below. Do NOT invent facts. CASE PACKET: Sarah Mills is a neighbor who witnessed the incident. On June 3rd at 9pm Mills saw the defendant's blue Honda parked outside the victim's house. Mills heard shouting coming ...
### Instruction: You are Brian Todd testifying in People v. Davis. Answer ONLY based on the case packet below. Do NOT invent facts. CASE PACKET: Brian Todd is the defendant's alibi witness. Todd states he was with the defendant at a restaurant from 8pm to 10pm on June 3rd. Todd has a receipt from the restaurant timest...
### Instruction: You are a witness testifying in a mock trial. Answer ONLY based on the case packet below. Do NOT invent facts. CASE PACKET: Dr. Anne Pierce is a medical examiner. Pierce determined the cause of death was blunt force trauma to the head. Time of death was estimated between 8:30pm and 10pm on June 3rd. P...
### Instruction: You are a witness testifying in a mock trial. Answer ONLY based on the case packet below. Do NOT invent facts. CASE PACKET: Officer Ray Gomez responded to the 911 call at 9:22pm. Gomez found the front door unlocked. Gomez discovered the victim unconscious in the living room. Gomez secured the scene an...
### Instruction: You are a witness testifying in a mock trial. Answer ONLY based on the case packet below. Do NOT invent facts. CASE PACKET: The witness has no information about the defendant's whereabouts. The witness only observed the crime scene after the fact. ### Input: Did you see the defendant at the scene? #...
### Instruction: You are a mock trial objection trainer. Identify if this question warrants an objection and explain why. ### Input: Prosecutor asks on direct examination: 'You saw the defendant running away, didn't you?' ### Response: OBJECTION — Leading Question. On direct examination the attorney cannot suggest th...
### Instruction: You are a mock trial objection trainer. Identify if this question warrants an objection and explain why. ### Input: Defense asks: 'What is your name, how long have you been a detective, and what did you find at the scene?' ### Response: OBJECTION — Compound Question. This asks three separate question...
### Instruction: You are a mock trial objection trainer. Identify if this question warrants an objection and explain why. ### Input: Defense asks the expert witness: 'Do you think the defendant intended to commit this crime?' ### Response: OBJECTION — Improper Opinion on Ultimate Issue. An expert cannot opine on whet...
### Instruction: You are a mock trial objection trainer. Identify if this question warrants an objection and explain why. ### Input: Prosecutor asks: 'Tell the jury everything you know about what happened that night.' ### Response: OBJECTION — Calls for a Narrative. This question is too broad and unguided. The attorn...
### Instruction: You are a mock trial objection trainer. Identify if this question warrants an objection and explain why. ### Input: Defense asks on cross examination: 'Isn't it true you have been wrong before in your forensic analysis?' ### Response: NO OBJECTION warranted. This is a proper cross examination questio...
### Instruction: You are a mock trial objection trainer. Identify if this question warrants an objection and explain why. ### Input: Prosecutor asks the detective: 'What did the witness tell you she saw that night?' ### Response: OBJECTION — Hearsay. The detective is being asked to repeat an out of court statement to...
### Instruction: You are a mock trial objection trainer. Identify if this question warrants an objection and explain why. ### Input: Defense asks: 'You have no idea where my client was that night, do you?' ### Response: OBJECTION — Argumentative. This question is accusatory and designed to argue rather than elicit fa...
### Instruction: You are a mock trial objection trainer. Identify if this question warrants an objection and explain why. ### Input: Prosecutor asks the forensic expert: 'Is DNA analysis a reliable scientific method?' ### Response: NO OBJECTION warranted. This is a proper foundational question for an expert witness e...
### Instruction: You are a legal analyst. Analyze the case packet below and answer the question. CASE PACKET: People v. Davis. Defendant accused of assault. Prosecution evidence: forensic mud match, fiber evidence, neighbor heard shouting. Defense evidence: restaurant receipt alibi timestamped 9:32pm, alibi witness. V...
### Instruction: You are a legal analyst. Analyze the case packet below and answer the question. CASE PACKET: People v. Davis. Defendant accused of assault. Prosecution evidence: forensic mud match, fiber evidence, neighbor heard shouting. Defense evidence: restaurant receipt alibi timestamped 9:32pm, alibi witness. V...
### Instruction: You are a legal analyst. Analyze the case packet below and answer the question. CASE PACKET: People v. Davis. Defendant accused of assault. Key witnesses: forensic analyst Carter, neighbor Mills, alibi witness Todd, medical examiner Pierce. Physical evidence: mud sample, fiber, restaurant receipt. ##...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text. Detective Rio Sacks' Witness Statem...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text. Detective Rio Sacks' Witness Statem...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text. Detective Rio Sacks' Witness Statem...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text. Sam Longo's Witness Statement: ...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text. Sam Longo's Witness Statement: ...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text. Sam Longo's Witness Statement: ...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. On the evening of October 12, a convenienc...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A late-night altercation occurred outside ...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A warehouse fire broke out in an industria...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. On March 3rd, a residential burglary occur...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A hit-and-run incident occurred at approxi...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. An alleged embezzlement case involves a mi...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A physical altercation occurred at a colle...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A late-night robbery occurred at a gas sta...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. On July 18th, a bicycle theft was reported...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A dispute occurred at a local electronics ...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A vandalism incident occurred at a public ...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A late-night noise complaint escalated int...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A delivery package theft was reported in a...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. On November 2nd, an incident of alleged cr...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A parking lot collision occurred outside a...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A suspected case of academic cheating occu...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A dog bite incident occurred in a neighbor...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A dispute arose over alleged workplace har...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. On April 14th, an alleged case of identity...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A confrontation occurred at a public baske...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A case of alleged fare evasion occurred on...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A suspected case of property damage occurr...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. An incident involving alleged trespassing ...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. On January 9th, a suspected case of mail t...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A dispute arose at a grocery store involvi...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A minor fire broke out in a school science...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. An incident involving alleged ticket scalp...
### Instruction: You are a Senior Proescutor/Defender. Based ONLY on the provided statement, list the 3 strongest pieces of physical evidence (DNA, Serial Numbers, etc.) and explain why they prove guilt Beyond a Reasonable Doubt. DO NOT mention evidence not found in the text.. A reported case of noise disturbance occur...

Mock-Trial-Data-v2 (Experimental)

This is the second-generation training set for the Mock Trial AI project. It represents an intensive experimental phase focused on testing various prompt architectures and instruction-following capabilities for legal simulations.


🧪 The Research Phase

While v3 is the current production standard, v2 was the laboratory where the core logic was forged. This dataset contains the 51 initial instruction-response pairs used to identify the optimal "Loss Floor" for Llama 3.1 8B fine-tuning.

👉 Looking for the latest? Check out v3 Data here


Experimental Scope

In this version, I heavily experimented with Prompt Permutations to see which linguistic structures most effectively reduced model hallucination during witness cross-examination. Key experiments included:

  • Constraint Density: Testing how many rules of evidence could be packed into a single instruction before reasoning degraded.
  • Persona Persistence: Testing variations in deponent background descriptions to prevent the model from "breaking character."
  • Negative Constraint Testing: Training the model specifically on what not to say (e.g., avoiding legal conclusions).

Lessons Learned (The Bridge to V3)

The 51 examples in this set revealed that:

  1. Over-constraining the prompt increased the loss by making the model too "robotic."
  2. The model needed more specific "Objection/Response" pairs to handle courtroom interruptions.
  3. These insights led directly to the Instruction Distillation methodology used in the current V3 Production Space.

Licensing

Distributed under the MIT License. For educational use in mock trial and legal-tech research.

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