Triple

T8800534
Position Surface form Disambiguated ID Type / Status
Subject Carbon War Room E209394 entity
Predicate hasKeyPerson P256 FINISHED
Object James Cameron (environmental advocate)
James Cameron is an environmental advocate known for his leadership in promoting market-based solutions to climate change and sustainable business practices.
 E759286 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: James Cameron (environmental advocate) | Statement: [Carbon War Room, hasKeyPerson, James Cameron (environmental advocate)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Cameron (environmental advocate)
Context triple: [Carbon War Room, hasKeyPerson, James Cameron (environmental advocate)]
  • A. Bill McKibben
    Bill McKibben is an American environmentalist, author, and founder of the climate advocacy group 350.org, known for his influential work on climate change and environmental justice.
  • B. Michael Rivers
    Michael Rivers is a relatively obscure individual whose name is notably associated with the surname Rivers rather than with widely recognized public achievements.
  • C. Alex Cameron
    Alex Cameron is an Australian musician and songwriter known for his narrative-driven synth-pop that often explores flawed, larger-than-life characters.
  • D. Tim Smit
    Tim Smit is a Dutch-born British businessman and conservationist best known as the co-founder and driving force behind Cornwall’s Eden Project.
  • E. Wade Davis
    Wade Davis is a Canadian anthropologist, ethnobotanist, and author known for his explorations of indigenous cultures and psychoactive plants.
  • 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: James Cameron (environmental advocate)
Triple: [Carbon War Room, hasKeyPerson, James Cameron (environmental advocate)]
Generated description
James Cameron is an environmental advocate known for his leadership in promoting market-based solutions to climate change and sustainable business practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Cameron (environmental advocate)
Target entity description: James Cameron is an environmental advocate known for his leadership in promoting market-based solutions to climate change and sustainable business practices.
  • A. Bill McKibben
    Bill McKibben is an American environmentalist, author, and founder of the climate advocacy group 350.org, known for his influential work on climate change and environmental justice.
  • B. Michael Rivers
    Michael Rivers is a relatively obscure individual whose name is notably associated with the surname Rivers rather than with widely recognized public achievements.
  • C. Alex Cameron
    Alex Cameron is an Australian musician and songwriter known for his narrative-driven synth-pop that often explores flawed, larger-than-life characters.
  • D. Tim Smit
    Tim Smit is a Dutch-born British businessman and conservationist best known as the co-founder and driving force behind Cornwall’s Eden Project.
  • E. Wade Davis
    Wade Davis is a Canadian anthropologist, ethnobotanist, and author known for his explorations of indigenous cultures and psychoactive plants.
  • 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_69ca836320e48190b5cf585b90a322c4 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5fb8aab88190befed16301e08efc completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6f6fdd688190bf40bbde0be991e1 completed April 3, 2026, 7:42 a.m.
NEDg Description generation batch_69cf718a6f2c81908f8b8d08a1437749 completed April 3, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69cf7275fea08190b8999fb30663ff17 completed April 3, 2026, 7:55 a.m.
Created at: March 30, 2026, 6:44 p.m.