Triple

T3955339
Position Surface form Disambiguated ID Type / Status
Subject John Marston E84962 entity
Predicate forcedToWorkFor P4672 FINISHED
Object Bureau of Investigation
The Bureau of Investigation is a fictional early federal law enforcement agency in the video game Red Dead Redemption, depicted as a precursor to the modern FBI that coerces outlaw John Marston into hunting down his former gang.
E402917 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bureau of Investigation | Statement: [John Marston, forcedToWorkFor, Bureau of Investigation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bureau of Investigation
Context triple: [John Marston, forcedToWorkFor, Bureau of Investigation]
  • A. Bureau of Criminal Investigation
    The Bureau of Criminal Investigation is the detective and investigative arm of the New York State Police, responsible for conducting major criminal investigations across the state.
  • B. Bureau of Criminal Investigation
    The Bureau of Criminal Investigation is a major division of the Virginia State Police responsible for conducting complex criminal investigations and supporting law enforcement operations across the state.
  • C. Central Bureau of Investigation
    The Central Bureau of Investigation is India’s premier federal investigative agency, responsible for probing major crimes, corruption cases, and other high-profile offenses across the country.
  • D. Office of Investigations
    The Office of Investigations is the law enforcement and investigative arm of the Treasury Inspector General for Tax Administration, responsible for probing fraud, waste, abuse, and misconduct related to IRS programs and personnel.
  • E. Office of Investigations
    The Office of Investigations is a division within the U.S. Department of Labor’s Office of Inspector General responsible for conducting criminal, civil, and administrative investigations into fraud, waste, and abuse affecting the department’s programs and operations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bureau of Investigation
Triple: [John Marston, forcedToWorkFor, Bureau of Investigation]
Generated description
The Bureau of Investigation is a fictional early federal law enforcement agency in the video game Red Dead Redemption, depicted as a precursor to the modern FBI that coerces outlaw John Marston into hunting down his former gang.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bureau of Investigation
Target entity description: The Bureau of Investigation is a fictional early federal law enforcement agency in the video game Red Dead Redemption, depicted as a precursor to the modern FBI that coerces outlaw John Marston into hunting down his former gang.
  • A. Bureau of Criminal Investigation
    The Bureau of Criminal Investigation is the detective and investigative arm of the New York State Police, responsible for conducting major criminal investigations across the state.
  • B. Bureau of Criminal Investigation
    The Bureau of Criminal Investigation is a major division of the Virginia State Police responsible for conducting complex criminal investigations and supporting law enforcement operations across the state.
  • C. Central Bureau of Investigation
    The Central Bureau of Investigation is India’s premier federal investigative agency, responsible for probing major crimes, corruption cases, and other high-profile offenses across the country.
  • D. Office of Investigations
    The Office of Investigations is a division within the U.S. Department of Labor’s Office of Inspector General responsible for conducting criminal, civil, and administrative investigations into fraud, waste, and abuse affecting the department’s programs and operations.
  • E. Office of Investigations
    The Office of Investigations is the law enforcement and investigative arm of the Treasury Inspector General for Tax Administration, responsible for probing fraud, waste, abuse, and misconduct related to IRS programs and personnel.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: forcedToWorkFor
Context triple: [John Marston, forcedToWorkFor, Bureau of Investigation]
  • A. forcedBy chosen
    Indicates that an entity is compelled or coerced into an action or state by another entity.
  • B. worksOver
    Indicates that one entity performs work that extends beyond or exceeds a certain limit, threshold, or standard associated with another entity.
  • C. usedForcedLabor
    Indicates that an entity compelled people to work against their will, typically under coercion, threat, or without fair compensation.
  • D. ownsWork
    Indicates that one entity has legal ownership or proprietary rights over a particular work or creation.
  • E. workOn
    Indicates that an agent is actively engaged in performing tasks or making progress on a particular project, object, or assignment.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69aed934fbfc8190847068e4546de963 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaa5afdc8190b709af2473d75d02 completed March 9, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533aea08c8190b83d83e3ba89848c completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b537f7e2e481909b7a337c130bca7a completed March 14, 2026, 10:27 a.m.
NED2 Entity disambiguation (via description) batch_69b538a7f8e4819087a74e96255e7c45 completed March 14, 2026, 10:30 a.m.
PD Predicate disambiguation batch_69aef8ed04e4819096bced8971cd888d completed March 9, 2026, 4:44 p.m.
Created at: March 9, 2026, 3:30 p.m.