Triple

T8784423
Position Surface form Disambiguated ID Type / Status
Subject Ai Weiwei: Never Sorry E209008 entity
Predicate producer P490 FINISHED
Object Julie Goldman
Julie Goldman is an American film producer known for her work on acclaimed documentaries, including the politically charged portrait of Chinese artist-activist Ai Weiwei in "Ai Weiwei: Never Sorry."
E758565 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: Julie Goldman | Statement: [Ai Weiwei: Never Sorry, producer, Julie Goldman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julie Goldman
Context triple: [Ai Weiwei: Never Sorry, producer, Julie Goldman]
  • A. Sari Gilman
    Sari Gilman is a film editor best known for her work on the Academy Award–winning documentary "Taxi to the Dark Side."
  • B. Janet Margolin
    Janet Margolin was an American film and television actress best known for her roles in movies such as "David and Lisa" and Woody Allen's "Annie Hall."
  • C. Barbara Siegel
    Barbara Siegel is an American author best known for co-writing numerous science fiction and fantasy novels and game-related books, often in collaboration with her husband Scott Siegel.
  • D. Jan Goldstein
    Jan Goldstein is an American novelist and inspirational speaker known for uplifting, emotionally driven fiction and motivational works.
  • E. Patricia Blum
    Patricia Blum is a character in Stephen King's horror novel "It," known as the wife of Stan Uris.
  • 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: Julie Goldman
Triple: [Ai Weiwei: Never Sorry, producer, Julie Goldman]
Generated description
Julie Goldman is an American film producer known for her work on acclaimed documentaries, including the politically charged portrait of Chinese artist-activist Ai Weiwei in "Ai Weiwei: Never Sorry."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julie Goldman
Target entity description: Julie Goldman is an American film producer known for her work on acclaimed documentaries, including the politically charged portrait of Chinese artist-activist Ai Weiwei in "Ai Weiwei: Never Sorry."
  • A. Sari Gilman
    Sari Gilman is a film editor best known for her work on the Academy Award–winning documentary "Taxi to the Dark Side."
  • B. Janet Margolin
    Janet Margolin was an American film and television actress best known for her roles in movies such as "David and Lisa" and Woody Allen's "Annie Hall."
  • C. Barbara Siegel
    Barbara Siegel is an American author best known for co-writing numerous science fiction and fantasy novels and game-related books, often in collaboration with her husband Scott Siegel.
  • D. Jan Goldstein
    Jan Goldstein is an American novelist and inspirational speaker known for uplifting, emotionally driven fiction and motivational works.
  • E. Patricia Blum
    Patricia Blum is a character in Stephen King's horror novel "It," known as the wife of Stan Uris.
  • 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_69ca836168108190bb43d3dc235c1f55 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f7441e8819081ea0ae7bc2afde7 completed March 31, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6f3eff908190909e6beb3df0e106 completed April 3, 2026, 7:41 a.m.
NEDg Description generation batch_69cf7101b0088190843affad2474eb32 completed April 3, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69cf725ebb4c8190be3b19e9c5e854ac completed April 3, 2026, 7:55 a.m.
Created at: March 30, 2026, 6:42 p.m.