Triple

T6952367
Position Surface form Disambiguated ID Type / Status
Subject Friedman E160956 entity
Predicate hasNotableBearer P458 FINISHED
Object Lester D. Friedman
Lester D. Friedman is a film and media scholar best known for his work on American cinema, Jewish representation in film, and the cultural history of movies.
E690699 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: Lester D. Friedman | Statement: [Friedman, hasNotableBearer, Lester D. Friedman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lester D. Friedman
Context triple: [Friedman, hasNotableBearer, Lester D. Friedman]
  • A. Philip B. Heymann
    Philip B. Heymann was an American legal scholar and former high-ranking U.S. Justice Department official known for his work in criminal law, national security, and public service.
  • B. John L. Friedman
    John L. Friedman is an American theoretical physicist known for his contributions to relativistic astrophysics and gravitational physics, including work on instabilities in rotating stars.
  • C. Frank E. Seidman
    Frank E. Seidman was an influential figure in the field of political economy, honored by a distinguished award that bears his name.
  • D. Jacob T. Schwartz
    Jacob T. Schwartz was an influential American mathematician and computer scientist known for his work in functional analysis, automata theory, and as a pioneer in the development of computer science at New York University.
  • E. Lionel M. Bender
    Lionel M. Bender was an American linguist known for his extensive work on African languages, particularly within the Nilo-Saharan and Afroasiatic families.
  • 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: Lester D. Friedman
Triple: [Friedman, hasNotableBearer, Lester D. Friedman]
Generated description
Lester D. Friedman is a film and media scholar best known for his work on American cinema, Jewish representation in film, and the cultural history of movies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lester D. Friedman
Target entity description: Lester D. Friedman is a film and media scholar best known for his work on American cinema, Jewish representation in film, and the cultural history of movies.
  • A. Philip B. Heymann
    Philip B. Heymann was an American legal scholar and former high-ranking U.S. Justice Department official known for his work in criminal law, national security, and public service.
  • B. John L. Friedman
    John L. Friedman is an American theoretical physicist known for his contributions to relativistic astrophysics and gravitational physics, including work on instabilities in rotating stars.
  • C. Frank E. Seidman
    Frank E. Seidman was an influential figure in the field of political economy, honored by a distinguished award that bears his name.
  • D. Jacob T. Schwartz
    Jacob T. Schwartz was an influential American mathematician and computer scientist known for his work in functional analysis, automata theory, and as a pioneer in the development of computer science at New York University.
  • E. Lionel M. Bender
    Lionel M. Bender was an American linguist known for his extensive work on African languages, particularly within the Nilo-Saharan and Afroasiatic families.
  • 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_69c68850419081909fb426b8f5a304c7 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dab18d648190a2f238fce3e59365 completed March 27, 2026, 7:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c941f469c881908e83cfd6c8191af1 completed March 29, 2026, 3:15 p.m.
NEDg Description generation batch_69c945f81a708190a5c83f0f6a8f6a71 completed March 29, 2026, 3:32 p.m.
NED2 Entity disambiguation (via description) batch_69c9466cb89c8190ae4a045290d1964a completed March 29, 2026, 3:34 p.m.
Created at: March 27, 2026, 2:29 p.m.