Triple

T4441290
Position Surface form Disambiguated ID Type / Status
Subject Pumping Iron E95775 entity
Predicate director P255 FINISHED
Object George Butler
George Butler was a British-American documentary filmmaker best known for co-directing the influential bodybuilding film "Pumping Iron" that helped launch Arnold Schwarzenegger’s career.
E444567 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: George Butler | Statement: [Pumping Iron, director, George Butler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Butler
Context triple: [Pumping Iron, director, George Butler]
  • A. Henry Van Brunt
    Henry Van Brunt was a prominent 19th-century American architect known for his influential role in shaping civic and institutional architecture across the United States.
  • B. Arthur Whitten Brown
    Arthur Whitten Brown was a British aviator best known as the navigator on the first non-stop transatlantic flight in 1919 alongside pilot John Alcock.
  • C. Henry Braham
    Henry Braham is a British cinematographer known for his work on major films such as The Suicide Squad, Guardians of the Galaxy Vol. 2, and Nanny McPhee.
  • D. George Bridgman
    George Bridgman was a renowned Canadian-American artist and influential art instructor best known for his foundational books and teachings on figure drawing and anatomy.
  • E. Henry Beadman Bryant
    Henry Beadman Bryant was a 19th-century American educator and co-founder of the Bryant & Stratton chain of business colleges, known for pioneering practical commercial education.
  • 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: George Butler
Triple: [Pumping Iron, director, George Butler]
Generated description
George Butler was a British-American documentary filmmaker best known for co-directing the influential bodybuilding film "Pumping Iron" that helped launch Arnold Schwarzenegger’s career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Butler
Target entity description: George Butler was a British-American documentary filmmaker best known for co-directing the influential bodybuilding film "Pumping Iron" that helped launch Arnold Schwarzenegger’s career.
  • A. Henry Van Brunt
    Henry Van Brunt was a prominent 19th-century American architect known for his influential role in shaping civic and institutional architecture across the United States.
  • B. Arthur Whitten Brown
    Arthur Whitten Brown was a British aviator best known as the navigator on the first non-stop transatlantic flight in 1919 alongside pilot John Alcock.
  • C. Henry Braham
    Henry Braham is a British cinematographer known for his work on major films such as The Suicide Squad, Guardians of the Galaxy Vol. 2, and Nanny McPhee.
  • D. George Bridgman
    George Bridgman was a renowned Canadian-American artist and influential art instructor best known for his foundational books and teachings on figure drawing and anatomy.
  • E. Henry Beadman Bryant
    Henry Beadman Bryant was a 19th-century American educator and co-founder of the Bryant & Stratton chain of business colleges, known for pioneering practical commercial education.
  • 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355ad71588190b1dcad4250472c29 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b65f34df20819090767fe4c577be87 completed March 15, 2026, 7:26 a.m.
NEDg Description generation batch_69b661b837e08190a05f1d259ed12b2c completed March 15, 2026, 7:37 a.m.
NED2 Entity disambiguation (via description) batch_69b661da09ec8190aa13a9f60d17cbad completed March 15, 2026, 7:38 a.m.
Created at: March 12, 2026, 11:32 p.m.