Triple

T8628111
Position Surface form Disambiguated ID Type / Status
Subject Brett Cullen E204329 entity
Predicate role P268 FINISHED
Object Congressman Byron Gilley in The Dark Knight Rises
Congressman Byron Gilley is a minor Gotham City politician featured in the 2012 Batman film "The Dark Knight Rises."
E747061 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: Congressman Byron Gilley in The Dark Knight Rises | Statement: [Brett Cullen, role, Congressman Byron Gilley in The Dark Knight Rises]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Congressman Byron Gilley in The Dark Knight Rises
Context triple: [Brett Cullen, role, Congressman Byron Gilley in The Dark Knight Rises]
  • A. Phillip Stryver in The Dark Knight Rises
    Phillip Stryver is a corrupt executive at Wayne Enterprises who serves as a key accomplice to Bane and Daggett in their plot to seize control of Gotham in The Dark Knight Rises.
  • B. Sal Maroni in The Dark Knight
    Sal Maroni in The Dark Knight is a powerful Gotham City mob boss who becomes a key figure in the criminal underworld’s clash with Batman and the rise of Harvey Dent as Two-Face.
  • C. The Joker in The Dark Knight
    The Joker in The Dark Knight is a chaotic, nihilistic criminal mastermind whose unpredictable violence and psychological manipulation make him one of cinema’s most iconic and unsettling villains.
  • D. Clinton Thomas Dent
    Clinton Thomas Dent was a 19th-century English mountaineer and surgeon known for pioneering ascents in the Alps and for his influential writings on alpinism.
  • E. Reid
    Reid is a common Scottish and Irish surname that has been borne by numerous notable figures across fields such as science, politics, and the arts.
  • 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: Congressman Byron Gilley in The Dark Knight Rises
Triple: [Brett Cullen, role, Congressman Byron Gilley in The Dark Knight Rises]
Generated description
Congressman Byron Gilley is a minor Gotham City politician featured in the 2012 Batman film "The Dark Knight Rises."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Congressman Byron Gilley in The Dark Knight Rises
Target entity description: Congressman Byron Gilley is a minor Gotham City politician featured in the 2012 Batman film "The Dark Knight Rises."
  • A. Phillip Stryver in The Dark Knight Rises
    Phillip Stryver is a corrupt executive at Wayne Enterprises who serves as a key accomplice to Bane and Daggett in their plot to seize control of Gotham in The Dark Knight Rises.
  • B. Sal Maroni in The Dark Knight
    Sal Maroni in The Dark Knight is a powerful Gotham City mob boss who becomes a key figure in the criminal underworld’s clash with Batman and the rise of Harvey Dent as Two-Face.
  • C. The Joker in The Dark Knight
    The Joker in The Dark Knight is a chaotic, nihilistic criminal mastermind whose unpredictable violence and psychological manipulation make him one of cinema’s most iconic and unsettling villains.
  • D. Clinton Thomas Dent
    Clinton Thomas Dent was a 19th-century English mountaineer and surgeon known for pioneering ascents in the Alps and for his influential writings on alpinism.
  • E. Reid
    Reid is a common Scottish and Irish surname that has been borne by numerous notable figures across fields such as science, politics, and the arts.
  • 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_69ca834a4ea0819094970dceb9e389f3 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc472ccc0c81908e0708c94a7cbe65 completed March 31, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebbf918f08190a9b0469eae8e0e0d completed April 2, 2026, 6:56 p.m.
NEDg Description generation batch_69cebd805a9881909017933409a39e1c completed April 2, 2026, 7:03 p.m.
NED2 Entity disambiguation (via description) batch_69cebe3f29cc8190b22c30143e7c81bf completed April 2, 2026, 7:06 p.m.
Created at: March 30, 2026, 6:27 p.m.