Triple

T14610414
Position Surface form Disambiguated ID Type / Status
Subject The Last Seduction E342943 entity
Predicate characterRole P268 FINISHED
Object Bill Pullman as Clay Gregory
Bill Pullman as Clay Gregory is the meek, manipulated husband whose betrayal by his wife sets the neo-noir plot of "The Last Seduction" in motion.
E1109710 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: Bill Pullman as Clay Gregory | Statement: [The Last Seduction, characterRole, Bill Pullman as Clay Gregory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Pullman as Clay Gregory
Context triple: [The Last Seduction, characterRole, Bill Pullman as Clay Gregory]
  • A. Bill Pullman as Harry Ambrose
    Bill Pullman as Harry Ambrose refers to the veteran detective character, marked by a troubled past and obsessive investigative style, whom Bill Pullman plays in the crime anthology series "The Sinner."
  • B. Jeff Goldblum as Dr. Erwin Armstrong
    Jeff Goldblum as Dr. Erwin Armstrong is the eccentric and charismatic villainous school principal voiced by Jeff Goldblum in the animated film "The Boss Baby: Family Business."
  • C. Nicolas Cage as H.I. McDunnough
    Nicolas Cage as H.I. McDunnough is the bumbling yet endearing ex-convict protagonist of the Coen brothers’ offbeat crime-comedy film "Raising Arizona."
  • D. Matthew Modine as Professor Jake Macklin
    Matthew Modine as Professor Jake Macklin is a central character in the drama series "The Bedford Diaries," where he plays a college professor guiding students through complex ethical and personal issues.
  • E. Bruce Willis as RJ
    Bruce Willis as RJ refers to the actor’s portrayal of a fast-talking, opportunistic raccoon who leads a group of suburban animals in the animated film "Over the Hedge."
  • 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: Bill Pullman as Clay Gregory
Triple: [The Last Seduction, characterRole, Bill Pullman as Clay Gregory]
Generated description
Bill Pullman as Clay Gregory is the meek, manipulated husband whose betrayal by his wife sets the neo-noir plot of "The Last Seduction" in motion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Pullman as Clay Gregory
Target entity description: Bill Pullman as Clay Gregory is the meek, manipulated husband whose betrayal by his wife sets the neo-noir plot of "The Last Seduction" in motion.
  • A. Bill Pullman as Harry Ambrose
    Bill Pullman as Harry Ambrose refers to the veteran detective character, marked by a troubled past and obsessive investigative style, whom Bill Pullman plays in the crime anthology series "The Sinner."
  • B. Jeff Goldblum as Dr. Erwin Armstrong
    Jeff Goldblum as Dr. Erwin Armstrong is the eccentric and charismatic villainous school principal voiced by Jeff Goldblum in the animated film "The Boss Baby: Family Business."
  • C. Nicolas Cage as H.I. McDunnough
    Nicolas Cage as H.I. McDunnough is the bumbling yet endearing ex-convict protagonist of the Coen brothers’ offbeat crime-comedy film "Raising Arizona."
  • D. Matthew Modine as Professor Jake Macklin
    Matthew Modine as Professor Jake Macklin is a central character in the drama series "The Bedford Diaries," where he plays a college professor guiding students through complex ethical and personal issues.
  • E. Bruce Willis as RJ
    Bruce Willis as RJ refers to the actor’s portrayal of a fast-talking, opportunistic raccoon who leads a group of suburban animals in the animated film "Over the Hedge."
  • 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_69d822dec68081908c2553145c4051dc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb44f0dd48190a78662b5998a6722 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda91f437c8190ada4d1c3708faedd completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb1ad32a4819088e5831f3d74ea4e completed May 8, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69fdb316479c81909343196bb89e5e57 completed May 8, 2026, 9:55 a.m.
Created at: April 10, 2026, 1:25 a.m.