Triple

T5309149
Position Surface form Disambiguated ID Type / Status
Subject Environmental Defense Fund E120177 entity
Predicate founder P104 FINISHED
Object Art Cooley
Art Cooley was an American environmentalist and educator best known as a co-founder of the Environmental Defense Fund, a leading organization in modern environmental advocacy.
 E510708 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: Art Cooley | Statement: [Environmental Defense Fund, founder, Art Cooley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Art Cooley
Context triple: [Environmental Defense Fund, founder, Art Cooley]
  • A. Frank Cooley
    Frank Cooley was an early American film actor known for his roles in silent-era productions, including D.W. Griffith’s classic melodrama "Way Down East."
  • B. James Trombly
    James Trombly is an author known for writing Western-themed works centered on cowboy life and culture.
  • C. George Coe
    George Coe was an American actor and voice artist known for his work in film, television, and theater, including being part of the original Saturday Night Live cast.
  • D. Lee Clow
    Lee Clow is a legendary American advertising executive best known for his groundbreaking work at TBWA\Chiat\Day, where he helped create iconic campaigns for Apple and other major brands.
  • E. Art Weingartner
    Art Weingartner is a paranoid, nosy suburban neighbor and comic sidekick in the dark comedy film "The 'Burbs."
  • 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: Art Cooley
Triple: [Environmental Defense Fund, founder, Art Cooley]
Generated description
Art Cooley was an American environmentalist and educator best known as a co-founder of the Environmental Defense Fund, a leading organization in modern environmental advocacy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Art Cooley
Target entity description: Art Cooley was an American environmentalist and educator best known as a co-founder of the Environmental Defense Fund, a leading organization in modern environmental advocacy.
  • A. Frank Cooley
    Frank Cooley was an early American film actor known for his roles in silent-era productions, including D.W. Griffith’s classic melodrama "Way Down East."
  • B. James Trombly
    James Trombly is an author known for writing Western-themed works centered on cowboy life and culture.
  • C. George Coe
    George Coe was an American actor and voice artist known for his work in film, television, and theater, including being part of the original Saturday Night Live cast.
  • D. Lee Clow
    Lee Clow is a legendary American advertising executive best known for his groundbreaking work at TBWA\Chiat\Day, where he helped create iconic campaigns for Apple and other major brands.
  • E. Art Weingartner
    Art Weingartner is a paranoid, nosy suburban neighbor and comic sidekick in the dark comedy film "The 'Burbs."
  • 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_69bd44704be88190acdb2ac481b0ff55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8532c26c819084f5b8de542cd309 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10ffb1f08190aba4c1c860085c92 completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf14c687908190bafa9f99e10d7698 completed March 21, 2026, 9:59 p.m.
NED2 Entity disambiguation (via description) batch_69bf15675c888190ae8107fdab02aa25 completed March 21, 2026, 10:02 p.m.
Created at: March 20, 2026, 1:53 p.m.