Triple

T16698864
Position Surface form Disambiguated ID Type / Status
Subject Shut Up & Sing E405788 entity
Predicate director P255 FINISHED
Object Barbara Kopple
Barbara Kopple is an acclaimed American documentary filmmaker known for her politically engaged, character-driven films such as the Oscar-winning "Harlan County, USA."
E1229316 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: Barbara Kopple | Statement: [Shut Up & Sing, director, Barbara Kopple]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbara Kopple
Context triple: [Shut Up & Sing, director, Barbara Kopple]
  • A. Errol Morris
    Errol Morris is an American documentary filmmaker renowned for his innovative interview techniques and acclaimed films such as "The Thin Blue Line" and "The Fog of War."
  • B. David Pilger
    David Pilger is an individual notable enough to be recorded as a bearer of the surname Pilger, though no widely recognized public information about him is available.
  • C. Albert Maysles
    Albert Maysles was an influential American documentary filmmaker renowned for his pioneering work in the Direct Cinema movement, co-directing landmark films such as "Salesman," "Gimme Shelter," and "Grey Gardens."
  • D. Frederick Wiseman
    Frederick Wiseman is an acclaimed American documentary filmmaker renowned for his observational, institution-focused films that exemplify the Direct Cinema style.
  • E. Robert Pilger
    Robert Pilger is a relatively obscure individual about whom no widely known public or biographical information is readily available.
  • 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: Barbara Kopple
Triple: [Shut Up & Sing, director, Barbara Kopple]
Generated description
Barbara Kopple is an acclaimed American documentary filmmaker known for her politically engaged, character-driven films such as the Oscar-winning "Harlan County, USA."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barbara Kopple
Target entity description: Barbara Kopple is an acclaimed American documentary filmmaker known for her politically engaged, character-driven films such as the Oscar-winning "Harlan County, USA."
  • A. Errol Morris
    Errol Morris is an American documentary filmmaker renowned for his innovative interview techniques and acclaimed films such as "The Thin Blue Line" and "The Fog of War."
  • B. David Pilger
    David Pilger is an individual notable enough to be recorded as a bearer of the surname Pilger, though no widely recognized public information about him is available.
  • C. Albert Maysles
    Albert Maysles was an influential American documentary filmmaker renowned for his pioneering work in the Direct Cinema movement, co-directing landmark films such as "Salesman," "Gimme Shelter," and "Grey Gardens."
  • D. Frederick Wiseman
    Frederick Wiseman is an acclaimed American documentary filmmaker renowned for his observational, institution-focused films that exemplify the Direct Cinema style.
  • E. Robert Pilger
    Robert Pilger is a relatively obscure individual about whom no widely known public or biographical information is readily available.
  • 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_69d8838db21081909589220fd71440a4 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3832f550c8190bf7514d4611dec6a completed April 18, 2026, 1:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00919ee61c81909928dd26270e9614 completed May 10, 2026, 2:09 p.m.
NEDg Description generation batch_6a00925fda608190b3674bd5e9ca6bf5 completed May 10, 2026, 2:12 p.m.
NED2 Entity disambiguation (via description) batch_6a00939075d88190a63cdd942eb3fea8 completed May 10, 2026, 2:17 p.m.
Created at: April 10, 2026, 5:19 a.m.