Triple

T13854630
Position Surface form Disambiguated ID Type / Status
Subject The Contractor (2022 film) E333030 entity
Predicate producer P490 FINISHED
Object Esther Hornstein
Esther Hornstein is a film producer known for her work on the 2022 movie "The Contractor."
E1077808 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: Esther Hornstein | Statement: [The Contractor (2022 film), producer, Esther Hornstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Esther Hornstein
Context triple: [The Contractor (2022 film), producer, Esther Hornstein]
  • A. Esther Raab
    Esther Raab was a Jewish Holocaust survivor known for escaping from the Sobibor extermination camp and later bearing witness to its atrocities.
  • B. Esther Shapiro
    Esther Shapiro is an American television writer and producer best known for co-creating the hit 1980s prime-time soap opera "Dynasty."
  • C. Esther Roisman
    Esther Roisman was the wife of renowned American investigative journalist and independent publisher I.F. Stone.
  • D. Judith Herzberg
    Judith Herzberg is a Dutch poet, playwright, and essayist renowned for her clear, understated style and influential contributions to contemporary Dutch literature.
  • E. Esther Kreitman
    Esther Kreitman was a pioneering Yiddish writer and the older sister of Isaac Bashevis Singer, known for her psychologically rich portrayals of Jewish women's lives in Eastern Europe.
  • 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: Esther Hornstein
Triple: [The Contractor (2022 film), producer, Esther Hornstein]
Generated description
Esther Hornstein is a film producer known for her work on the 2022 movie "The Contractor."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Esther Hornstein
Target entity description: Esther Hornstein is a film producer known for her work on the 2022 movie "The Contractor."
  • A. Esther Raab
    Esther Raab was a Jewish Holocaust survivor known for escaping from the Sobibor extermination camp and later bearing witness to its atrocities.
  • B. Esther Shapiro
    Esther Shapiro is an American television writer and producer best known for co-creating the hit 1980s prime-time soap opera "Dynasty."
  • C. Esther Roisman
    Esther Roisman was the wife of renowned American investigative journalist and independent publisher I.F. Stone.
  • D. Judith Herzberg
    Judith Herzberg is a Dutch poet, playwright, and essayist renowned for her clear, understated style and influential contributions to contemporary Dutch literature.
  • E. Esther Kreitman
    Esther Kreitman was a pioneering Yiddish writer and the older sister of Isaac Bashevis Singer, known for her psychologically rich portrayals of Jewish women's lives in Eastern Europe.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02db9c9c81909bb2d2fbfb7394b1 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69fcb648146c8190842a3da4e4c0e217 completed May 7, 2026, 3:56 p.m.
NEDg Description generation batch_69fcc51bf140819097bb29bbaf766dcc completed May 7, 2026, 5 p.m.
NED2 Entity disambiguation (via description) batch_69fcc61353d481908192a1e2f44e6a94 completed May 7, 2026, 5:04 p.m.
Created at: April 9, 2026, 10:14 p.m.