Triple

T18337504
Position Surface form Disambiguated ID Type / Status
Subject Just Married E439309 entity
Predicate editedBy P1954 FINISHED
Object Stephen F. Rivkin
Stephen F. Rivkin is an American film editor known for his work on major Hollywood productions, including the "Avatar" films.
E268059 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: Stephen F. Rivkin | Statement: [Just Married, editedBy, Stephen F. Rivkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen F. Rivkin
Context triple: [Just Married, editedBy, Stephen F. Rivkin]
  • A. Stephen E. Rivkin
    Stephen E. Rivkin is an American film editor best known for his work on major feature films including the "Avatar" series.
  • B. Lawrence Weingarten
    Lawrence Weingarten was an American film producer best known for his work at MGM during Hollywood’s classic studio era, overseeing numerous popular comedies and dramas.
  • C. Geoffrey R. Stone
    Geoffrey R. Stone is an American legal scholar renowned for his work on constitutional law and the First Amendment, and for his long association with the University of Chicago.
  • D. David Rosenblum
    David Rosenblum is a prominent computer scientist known for his influential research in software engineering and formal methods.
  • E. Philip Bobbitt
    Philip Bobbitt is an American constitutional scholar and legal theorist known for his influential work on constitutional interpretation, national security, and the relationship between law and strategy.
  • 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: Stephen F. Rivkin
Triple: [Just Married, editedBy, Stephen F. Rivkin]
Generated description
Stephen F. Rivkin is an American film editor known for his work on major Hollywood productions, including the "Avatar" films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen F. Rivkin
Target entity description: Stephen F. Rivkin is an American film editor known for his work on major Hollywood productions, including the "Avatar" films.
  • A. Stephen E. Rivkin chosen
    Stephen E. Rivkin is an American film editor best known for his work on major feature films including the "Avatar" series.
  • B. Lawrence Weingarten
    Lawrence Weingarten was an American film producer best known for his work at MGM during Hollywood’s classic studio era, overseeing numerous popular comedies and dramas.
  • C. Geoffrey R. Stone
    Geoffrey R. Stone is an American legal scholar renowned for his work on constitutional law and the First Amendment, and for his long association with the University of Chicago.
  • D. David Rosenblum
    David Rosenblum is a prominent computer scientist known for his influential research in software engineering and formal methods.
  • E. Philip Bobbitt
    Philip Bobbitt is an American constitutional scholar and legal theorist known for his influential work on constitutional interpretation, national security, and the relationship between law and strategy.
  • F. None of above.

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_69d8b9175fec8190af865699b4e64d8c completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50ece387881909a5da0aa4370489c completed April 19, 2026, 5:20 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03c4d4bcb08190ae701be702c0c743 completed May 13, 2026, 12:24 a.m.
NEDg Description generation batch_6a03c592f7d0819082d600901da2c2f6 completed May 13, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_6a03c63ec8c48190bad47d423ab2cfe7 completed May 13, 2026, 12:30 a.m.
Created at: April 10, 2026, 10:37 a.m.