Triple

T13881827
Position Surface form Disambiguated ID Type / Status
Subject Ernest Lehman E333734 entity
Predicate spouse P13 FINISHED
Object Jacqueline Shapiro
Jacqueline Shapiro is known primarily as the wife of American screenwriter and producer Ernest Lehman.
E1141307 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: Jacqueline Shapiro | Statement: [Ernest Lehman, spouse, Jacqueline Shapiro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jacqueline Shapiro
Context triple: [Ernest Lehman, spouse, Jacqueline Shapiro]
  • A. Jacqueline Saltzman
    Jacqueline Saltzman was the wife of film producer Harry Saltzman, who co-produced the early James Bond movies.
  • B. Anna D. Shapiro
    Anna D. Shapiro is a Tony Award–winning American theater director known for her work on major Broadway productions and new plays.
  • C. Alison Schapker
    Alison Schapker is an American television writer and producer known for her work on series such as Alias, Lost, Fringe, and The Flash.
  • D. Janet Margolin
    Janet Margolin was an American film and television actress best known for her roles in movies such as "David and Lisa" and Woody Allen's "Annie Hall."
  • E. Esther Shapiro
    Esther Shapiro is an American television writer and producer best known for co-creating the hit 1980s prime-time soap opera "Dynasty."
  • 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: Jacqueline Shapiro
Triple: [Ernest Lehman, spouse, Jacqueline Shapiro]
Generated description
Jacqueline Shapiro is known primarily as the wife of American screenwriter and producer Ernest Lehman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jacqueline Shapiro
Target entity description: Jacqueline Shapiro is known primarily as the wife of American screenwriter and producer Ernest Lehman.
  • A. Jacqueline Saltzman
    Jacqueline Saltzman was the wife of film producer Harry Saltzman, who co-produced the early James Bond movies.
  • B. Anna D. Shapiro
    Anna D. Shapiro is a Tony Award–winning American theater director known for her work on major Broadway productions and new plays.
  • C. Alison Schapker
    Alison Schapker is an American television writer and producer known for her work on series such as Alias, Lost, Fringe, and The Flash.
  • D. Janet Margolin
    Janet Margolin was an American film and television actress best known for her roles in movies such as "David and Lisa" and Woody Allen's "Annie Hall."
  • E. Esther Shapiro
    Esther Shapiro is an American television writer and producer best known for co-creating the hit 1980s prime-time soap opera "Dynasty."
  • 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_69d81c5dd2d48190b7a5fc1e009de936 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0be8566881908b8902e3cd567669 completed April 14, 2026, 9:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69fec86c6c6c8190957e398e3dcdd840 completed May 9, 2026, 5:38 a.m.
NEDg Description generation batch_69fec964fc7c8190ae4217122602f320 completed May 9, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69feca1d6c0c8190ab049644153ef087 completed May 9, 2026, 5:46 a.m.
Created at: April 9, 2026, 10:15 p.m.