Triple

T12224889
Position Surface form Disambiguated ID Type / Status
Subject Kelly's Heroes E291323 entity
Predicate producer P490 FINISHED
Object Sidney Beckerman
Sidney Beckerman was an American film producer known for working on notable movies from the 1960s and 1970s, including major war and action films.
 E1000340 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: Sidney Beckerman | Statement: [Kelly's Heroes, producer, Sidney Beckerman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sidney Beckerman
Context triple: [Kelly's Heroes, producer, Sidney Beckerman]
  • A. Edward Z. Milstein
    Edward Z. Milstein is a television producer best known for his executive production work on the drama series "Once and Again."
  • B. Irving Brecher
    Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
  • C. Sidney Buchman
    Sidney Buchman was an American screenwriter and producer best known for his work in Hollywood during the 1930s–1950s, including notable collaborations with major studios and directors.
  • D. Charles Frankel
    Charles Frankel was an American philosopher and public servant known for his work in ethics, higher education, and cultural diplomacy, including service as U.S. Assistant Secretary of State for Educational and Cultural Affairs.
  • E. M. Edgar Rosenblum
    M. Edgar Rosenblum was a prominent American theater producer and arts administrator best known for his leadership in regional theater development.
  • 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: Sidney Beckerman
Triple: [Kelly's Heroes, producer, Sidney Beckerman]
Generated description
Sidney Beckerman was an American film producer known for working on notable movies from the 1960s and 1970s, including major war and action films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sidney Beckerman
Target entity description: Sidney Beckerman was an American film producer known for working on notable movies from the 1960s and 1970s, including major war and action films.
  • A. Edward Z. Milstein
    Edward Z. Milstein is a television producer best known for his executive production work on the drama series "Once and Again."
  • B. Irving Brecher
    Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
  • C. Sidney Buchman
    Sidney Buchman was an American screenwriter and producer best known for his work in Hollywood during the 1930s–1950s, including notable collaborations with major studios and directors.
  • D. Charles Frankel
    Charles Frankel was an American philosopher and public servant known for his work in ethics, higher education, and cultural diplomacy, including service as U.S. Assistant Secretary of State for Educational and Cultural Affairs.
  • E. M. Edgar Rosenblum
    M. Edgar Rosenblum was a prominent American theater producer and arts administrator best known for his leadership in regional theater development.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca11f788190bad2efb6c83ffccb completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c60a7d081908e402c15b7e38596 completed May 2, 2026, 10:36 p.m.
NEDg Description generation batch_69f67db4dd2081909a238e368645e899 completed May 2, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69f67ececce8819080335e67bd747057 completed May 2, 2026, 10:46 p.m.
Created at: April 8, 2026, 9:51 p.m.