Triple

T15658839
Position Surface form Disambiguated ID Type / Status
Subject Natural Resources Defense Council E376517 entity
Predicate foundedBy P104 FINISHED
Object John Bryson
John Bryson is an American lawyer, businessman, and former U.S. Secretary of Commerce who co-founded the Natural Resources Defense Council and has been a prominent figure in environmental and corporate leadership.
E1183915 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: John Bryson | Statement: [Natural Resources Defense Council, foundedBy, John Bryson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Bryson
Context triple: [Natural Resources Defense Council, foundedBy, John Bryson]
  • A. Douglas Brunt
    Douglas Brunt is an American novelist and former CEO of the cybersecurity firm Authentium, known also as the husband of journalist Megyn Kelly.
  • B. Guy Bensley
    Guy Bensley is a film editor best known for his work on the comedy spy film "Johnny English Reborn."
  • C. John Bowman
    John Bowman was a 19th-century American politician who served in a key statewide infrastructure and regulatory role in New York.
  • D. John Bickerson
    John Bickerson is the perpetually bickering husband from the classic American radio comedy series "The Bickersons," known for his sarcastic exchanges with his wife Blanche.
  • E. Andrew Bennison
    Andrew Bennison was an American screenwriter active during the early sound era of Hollywood cinema.
  • 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: John Bryson
Triple: [Natural Resources Defense Council, foundedBy, John Bryson]
Generated description
John Bryson is an American lawyer, businessman, and former U.S. Secretary of Commerce who co-founded the Natural Resources Defense Council and has been a prominent figure in environmental and corporate leadership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Bryson
Target entity description: John Bryson is an American lawyer, businessman, and former U.S. Secretary of Commerce who co-founded the Natural Resources Defense Council and has been a prominent figure in environmental and corporate leadership.
  • A. Douglas Brunt
    Douglas Brunt is an American novelist and former CEO of the cybersecurity firm Authentium, known also as the husband of journalist Megyn Kelly.
  • B. Guy Bensley
    Guy Bensley is a film editor best known for his work on the comedy spy film "Johnny English Reborn."
  • C. John Bowman
    John Bowman was a 19th-century American politician who served in a key statewide infrastructure and regulatory role in New York.
  • D. John Bickerson
    John Bickerson is the perpetually bickering husband from the classic American radio comedy series "The Bickersons," known for his sarcastic exchanges with his wife Blanche.
  • E. Andrew Bennison
    Andrew Bennison was an American screenwriter active during the early sound era of Hollywood cinema.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ef3cb8c8190a10815b675b341c1 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffb59535908190a3d085a5e74b06e8 completed May 9, 2026, 10:30 p.m.
NEDg Description generation batch_69ffb62f3d8881908ede4a9a4b53bef2 completed May 9, 2026, 10:33 p.m.
NED2 Entity disambiguation (via description) batch_69ffb6f3154481909632913f4d7cfdba completed May 9, 2026, 10:36 p.m.
Created at: April 10, 2026, 4:15 a.m.