Triple

T20281567
Position Surface form Disambiguated ID Type / Status
Subject Leila Hyams E503157 entity
Predicate spouse P13 FINISHED
Object Phil Berg
Phil Berg was a prominent Hollywood talent agent and co-founder of the Berg-Allenberg Agency, known for representing major film stars during the Golden Age of cinema.
E1424041 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: Phil Berg | Statement: [Leila Hyams, spouse, Phil Berg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phil Berg
Context triple: [Leila Hyams, spouse, Phil Berg]
  • A. Phil Rosen
    Phil Rosen was an early 20th-century American film director and cinematographer who helped shape the development of Hollywood’s visual style.
  • B. Bill Lermer
    Bill Lermer is the teenage protagonist of Robert A. Heinlein’s science fiction novel "Farmer in the Sky," who emigrates to Jupiter’s moon Ganymede to help colonize and farm the new world.
  • C. Bill Wittliff
    Bill Wittliff was an American screenwriter, author, and photographer best known for adapting and writing acclaimed Western-themed films and television miniseries.
  • D. Jim Willard
    Jim Willard is the young, athletic protagonist of Gore Vidal’s novel "The City and the Pillar," whose coming-of-age story explores themes of homosexuality, identity, and societal repression in mid-20th-century America.
  • E. Herman Varnick
    Herman Varnick is the villainous veterinarian and primary antagonist in the family comedy film "Beethoven."
  • 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: Phil Berg
Triple: [Leila Hyams, spouse, Phil Berg]
Generated description
Phil Berg was a prominent Hollywood talent agent and co-founder of the Berg-Allenberg Agency, known for representing major film stars during the Golden Age of cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phil Berg
Target entity description: Phil Berg was a prominent Hollywood talent agent and co-founder of the Berg-Allenberg Agency, known for representing major film stars during the Golden Age of cinema.
  • A. Phil Rosen
    Phil Rosen was an early 20th-century American film director and cinematographer who helped shape the development of Hollywood’s visual style.
  • B. Bill Lermer
    Bill Lermer is the teenage protagonist of Robert A. Heinlein’s science fiction novel "Farmer in the Sky," who emigrates to Jupiter’s moon Ganymede to help colonize and farm the new world.
  • C. Bill Wittliff
    Bill Wittliff was an American screenwriter, author, and photographer best known for adapting and writing acclaimed Western-themed films and television miniseries.
  • D. Jim Willard
    Jim Willard is the young, athletic protagonist of Gore Vidal’s novel "The City and the Pillar," whose coming-of-age story explores themes of homosexuality, identity, and societal repression in mid-20th-century America.
  • E. Herman Varnick
    Herman Varnick is the villainous veterinarian and primary antagonist in the family comedy film "Beethoven."
  • 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_69e0b4b0e79c8190bd61f22ef1329fa8 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6768e9f0881909c8fe8772dafd468 completed April 20, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0861113cbc819084930fba3b5bd5aa completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a0863e43ee48190bb5d384f82b62ab1 completed May 16, 2026, 12:32 p.m.
NED2 Entity disambiguation (via description) batch_6a08647647048190a5d635db1313822d completed May 16, 2026, 12:35 p.m.
Created at: April 16, 2026, 10:38 a.m.