Triple

T7631138
Position Surface form Disambiguated ID Type / Status
Subject Deputy U.S. Marshal Samuel Gerard E172760 entity
Predicate appearsIn P795 FINISHED
Object U.S. Marshals (1998 film)
U.S. Marshals is a 1998 action thriller film that follows Deputy U.S. Marshal Samuel Gerard and his team as they pursue a fugitive implicated in a complex government conspiracy.
E678379 NE FINISHED

How this triple was built (4 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: U.S. Marshals (1998 film) | Statement: [Deputy U.S. Marshal Samuel Gerard, appearsIn, U.S. Marshals (1998 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Marshals (1998 film)
Context triple: [Deputy U.S. Marshal Samuel Gerard, appearsIn, U.S. Marshals (1998 film)]
  • A. U.S. Marshal
    A U.S. Marshal is a federal law enforcement officer responsible for duties such as protecting the federal judiciary, transporting prisoners, and apprehending fugitives.
  • B. The F.B.I.
    The F.B.I. is an American television crime drama series centered on the investigative work of agents from the Federal Bureau of Investigation.
  • C. In the Line of Fire
    In the Line of Fire is a 1993 political thriller film starring Clint Eastwood as a veteran Secret Service agent haunted by his failure to protect President Kennedy while racing to stop a new presidential assassination plot.
  • D. Enemy of the State
    "Enemy of the State" is a 1998 American techno-thriller film about government surveillance and civil liberties, starring Will Smith and Gene Hackman.
  • E. Enemy of the State
    Enemy of the State is a popular Marvel Comics Wolverine storyline in which he is brainwashed into becoming a deadly assassin for his enemies, forcing him to battle many of his former allies.
  • 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: U.S. Marshals (1998 film)
Triple: [Deputy U.S. Marshal Samuel Gerard, appearsIn, U.S. Marshals (1998 film)]
Generated description
U.S. Marshals is a 1998 action thriller film that follows Deputy U.S. Marshal Samuel Gerard and his team as they pursue a fugitive implicated in a complex government conspiracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Marshals (1998 film)
Target entity description: U.S. Marshals is a 1998 action thriller film that follows Deputy U.S. Marshal Samuel Gerard and his team as they pursue a fugitive implicated in a complex government conspiracy.
  • A. U.S. Marshal
    A U.S. Marshal is a federal law enforcement officer responsible for duties such as protecting the federal judiciary, transporting prisoners, and apprehending fugitives.
  • B. The F.B.I.
    The F.B.I. is an American television crime drama series centered on the investigative work of agents from the Federal Bureau of Investigation.
  • C. In the Line of Fire
    In the Line of Fire is a 1993 political thriller film starring Clint Eastwood as a veteran Secret Service agent haunted by his failure to protect President Kennedy while racing to stop a new presidential assassination plot.
  • D. Enemy of the State
    "Enemy of the State" is a 1998 American techno-thriller film about government surveillance and civil liberties, starring Will Smith and Gene Hackman.
  • E. Enemy of the State
    Enemy of the State is a popular Marvel Comics Wolverine storyline in which he is brainwashed into becoming a deadly assassin for his enemies, forcing him to battle many of his former allies.
  • F. None of above. chosen

Provenance (5 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_69c699517e348190bd3348b6889200f2 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6faa4d2808190942129110711788b completed March 27, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870b3984c8190b16a49415556a27d completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c871945b8c8190a49d4abaca553668 completed March 29, 2026, 12:25 a.m.
NED2 Entity disambiguation (via description) batch_69c871f6cc5881909a0c65beaf713144 completed March 29, 2026, 12:27 a.m.
Created at: March 27, 2026, 3:56 p.m.