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.