Triple

T4267901
Position Surface form Disambiguated ID Type / Status
Subject Malcolm X (1992 film) E96869 entity
Predicate screenwriter P2831 FINISHED
Object Arnold Perl
Arnold Perl was an American screenwriter and producer known for his work on socially conscious films and television, including co-writing the screenplay that formed the basis for Spike Lee’s 1992 film "Malcolm X."
E515876 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: Arnold Perl | Statement: [Malcolm X (1992 film), screenwriter, Arnold Perl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arnold Perl
Context triple: [Malcolm X (1992 film), screenwriter, Arnold Perl]
  • A. 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.
  • B. William Perlberg
    William Perlberg was a prominent American film producer active during Hollywood's studio era, known for overseeing a range of successful comedies and dramas.
  • C. Bernard Drachman
    Bernard Drachman was an American Orthodox rabbi and scholar who played a key role in shaping modern Jewish education and religious life in the United States.
  • D. Alfred Teitelbaum
    Alfred Teitelbaum, better known as Alfred Tarski, was a Polish-American logician and mathematician renowned for his foundational work in model theory, formal semantics, and the concept of truth in formalized languages.
  • E. Irving Shapiro
    Irving Shapiro was an influential American corporate executive and lawyer best known for leading DuPont and helping to shape modern U.S. business policy and corporate governance.
  • 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: Arnold Perl
Triple: [Malcolm X (1992 film), screenwriter, Arnold Perl]
Generated description
Arnold Perl was an American screenwriter and producer known for his work on socially conscious films and television, including co-writing the screenplay that formed the basis for Spike Lee’s 1992 film "Malcolm X."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arnold Perl
Target entity description: Arnold Perl was an American screenwriter and producer known for his work on socially conscious films and television, including co-writing the screenplay that formed the basis for Spike Lee’s 1992 film "Malcolm X."
  • A. 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.
  • B. William Perlberg
    William Perlberg was a prominent American film producer active during Hollywood's studio era, known for overseeing a range of successful comedies and dramas.
  • C. Bernard Drachman
    Bernard Drachman was an American Orthodox rabbi and scholar who played a key role in shaping modern Jewish education and religious life in the United States.
  • D. Alfred Teitelbaum
    Alfred Teitelbaum, better known as Alfred Tarski, was a Polish-American logician and mathematician renowned for his foundational work in model theory, formal semantics, and the concept of truth in formalized languages.
  • E. Irving Shapiro
    Irving Shapiro was an influential American corporate executive and lawyer best known for leading DuPont and helping to shape modern U.S. business policy and corporate governance.
  • 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_69b34543f06c8190915ebb1a4574ffa9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34fce710481909d90ed4a3d150fde completed March 12, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf28ea49588190bf1bc4cb3ca4dcee completed March 21, 2026, 11:25 p.m.
NEDg Description generation batch_69bf2ad1b7e0819096b1ea7fc55401f2 completed March 21, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69bf2b65903c8190a34d77b11dd1fa87 completed March 21, 2026, 11:36 p.m.
Created at: March 12, 2026, 11:07 p.m.