Triple

T5143793
Position Surface form Disambiguated ID Type / Status
Subject Gale Anne Hurd E116019 entity
Predicate memberOf P10 FINISHED
Object Producers Guild of America
The Producers Guild of America is a professional trade organization that represents, supports, and advocates for film, television, and new media producers in the United States.
 E498136 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: Producers Guild of America | Statement: [Gale Anne Hurd, memberOf, Producers Guild of America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Producers Guild of America
Context triple: [Gale Anne Hurd, memberOf, Producers Guild of America]
  • A. Directors Guild of America
    The Directors Guild of America is a prominent U.S. labor union that represents film and television directors and other directorial team members, negotiating their wages, working conditions, and creative rights.
  • B. Producers Guild of America Award
    The Producers Guild of America Award is a prestigious honor presented by the Producers Guild of America to recognize outstanding producing work in film, television, and new media.
  • C. Writers Guild of America
    The Writers Guild of America is a labor union representing film, television, radio, and new media writers in the United States, known for negotiating industry-wide contracts and advocating for writers’ rights.
  • D. International Cinematographers Guild
    The International Cinematographers Guild is a labor union representing professional camera crews and cinematographers working in film, television, and related media production.
  • E. Academy of Motion Picture Arts and Sciences
    The Academy of Motion Picture Arts and Sciences is a professional honorary organization best known for overseeing and presenting the annual Academy Awards, or Oscars, recognizing excellence in the film industry.
  • 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: Producers Guild of America
Triple: [Gale Anne Hurd, memberOf, Producers Guild of America]
Generated description
The Producers Guild of America is a professional trade organization that represents, supports, and advocates for film, television, and new media producers in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Producers Guild of America
Target entity description: The Producers Guild of America is a professional trade organization that represents, supports, and advocates for film, television, and new media producers in the United States.
  • A. Directors Guild of America
    The Directors Guild of America is a prominent U.S. labor union that represents film and television directors and other directorial team members, negotiating their wages, working conditions, and creative rights.
  • B. Producers Guild of America Award
    The Producers Guild of America Award is a prestigious honor presented by the Producers Guild of America to recognize outstanding producing work in film, television, and new media.
  • C. Writers Guild of America
    The Writers Guild of America is a labor union representing film, television, radio, and new media writers in the United States, known for negotiating industry-wide contracts and advocating for writers’ rights.
  • D. International Cinematographers Guild
    The International Cinematographers Guild is a labor union representing professional camera crews and cinematographers working in film, television, and related media production.
  • E. Academy of Motion Picture Arts and Sciences
    The Academy of Motion Picture Arts and Sciences is a professional honorary organization best known for overseeing and presenting the annual Academy Awards, or Oscars, recognizing excellence in the film industry.
  • 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_69bd4446c0e08190a7c29dc74976bf03 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7883004881909c763da818d9b6e2 completed March 20, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69becff0df5881909d247dd3db49f6c2 completed March 21, 2026, 5:05 p.m.
NEDg Description generation batch_69bed05af0808190968e38f37b3bfad6 completed March 21, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_69bed1013fe88190b76855a042226359 completed March 21, 2026, 5:10 p.m.
Created at: March 20, 2026, 1:43 p.m.