Triple

T1958056
Position Surface form Disambiguated ID Type / Status
Subject The Bishop's Wife E42314 entity
Predicate screenwriter P2831 FINISHED
Object Leonard Bercovici
Leonard Bercovici was an American screenwriter and producer active in mid-20th-century Hollywood, known for his work on several notable films.
E222505 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: Leonard Bercovici | Statement: [The Bishop's Wife, screenwriter, Leonard Bercovici]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leonard Bercovici
Context triple: [The Bishop's Wife, screenwriter, Leonard Bercovici]
  • A. Leon Feldhendler
    Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
  • B. Joseph Wechsler
    Joseph Wechsler was an individual of sufficient local or historical significance to be recognized as a notable burial at Mount Olivet Cemetery in Frederick, Maryland.
  • C. Michael Rosenberg
    Michael Rosenberg is a television producer and executive known for his work on the Western drama series "Hell on Wheels."
  • D. Al Leiter
    Al Leiter is a former Major League Baseball left-handed pitcher and current baseball analyst known for his successful career with teams like the Toronto Blue Jays, Florida Marlins, and New York Mets.
  • E. Myron Futterman
    Myron Futterman was an American businessman best known for being the first husband of actress Jane Wyman.
  • 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: Leonard Bercovici
Triple: [The Bishop's Wife, screenwriter, Leonard Bercovici]
Generated description
Leonard Bercovici was an American screenwriter and producer active in mid-20th-century Hollywood, known for his work on several notable films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leonard Bercovici
Target entity description: Leonard Bercovici was an American screenwriter and producer active in mid-20th-century Hollywood, known for his work on several notable films.
  • A. Leon Feldhendler
    Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
  • B. Joseph Wechsler
    Joseph Wechsler was an individual of sufficient local or historical significance to be recognized as a notable burial at Mount Olivet Cemetery in Frederick, Maryland.
  • C. Michael Rosenberg
    Michael Rosenberg is a television producer and executive known for his work on the Western drama series "Hell on Wheels."
  • D. Al Leiter
    Al Leiter is a former Major League Baseball left-handed pitcher and current baseball analyst known for his successful career with teams like the Toronto Blue Jays, Florida Marlins, and New York Mets.
  • E. Myron Futterman
    Myron Futterman was an American businessman best known for being the first husband of actress Jane Wyman.
  • 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_69a8870eea088190a38781990812a9bc completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb37e21cc8190b6e13b86bc93d594 completed March 7, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae031cc7948190a4d9593cd118c149 completed March 8, 2026, 11:15 p.m.
NEDg Description generation batch_69ae045207308190a46a56e934cb3373 completed March 8, 2026, 11:20 p.m.
NED2 Entity disambiguation (via description) batch_69ae04d5b2308190beb1e3fafe84c11b completed March 8, 2026, 11:23 p.m.
Created at: March 4, 2026, 7:36 p.m.