Triple

T7657897
Position Surface form Disambiguated ID Type / Status
Subject Oxford Martin School E173431 entity
Predicate foundedBy P104 FINISHED
Object James Martin
James Martin was a British technology and futures scholar, author, and philanthropist known for his influential work on the impact of computing and for endowing major research initiatives on global challenges.
 E679745 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 Martin | Statement: [Oxford Martin School, foundedBy, James Martin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Martin
Context triple: [Oxford Martin School, foundedBy, James Martin]
  • A. James Martin
    James Martin was a British engineer and aircraft designer best known as the co-founder of Martin-Baker, a company renowned for its pioneering ejection seat technology.
  • B. James Martin
    James Martin is a timid yet resourceful haberdasher who becomes an unlikely hero among the survivors in the disaster film "The Poseidon Adventure."
  • C. Bob Hartley
    Bob Hartley is a Canadian professional ice hockey coach best known for leading the Colorado Avalanche to a Stanley Cup championship and later coaching several NHL teams, including the Atlanta Thrashers and Calgary Flames.
  • D. James Ritz
    James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
  • E. Roy Raymond
    Roy Raymond was an American entrepreneur best known for creating the lingerie retailer Victoria’s Secret in the 1970s.
  • 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 Martin
Triple: [Oxford Martin School, foundedBy, James Martin]
Generated description
James Martin was a British technology and futures scholar, author, and philanthropist known for his influential work on the impact of computing and for endowing major research initiatives on global challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Martin
Target entity description: James Martin was a British technology and futures scholar, author, and philanthropist known for his influential work on the impact of computing and for endowing major research initiatives on global challenges.
  • A. James Martin
    James Martin was a British engineer and aircraft designer best known as the co-founder of Martin-Baker, a company renowned for its pioneering ejection seat technology.
  • B. James Martin
    James Martin is a timid yet resourceful haberdasher who becomes an unlikely hero among the survivors in the disaster film "The Poseidon Adventure."
  • C. Bob Hartley
    Bob Hartley is a Canadian professional ice hockey coach best known for leading the Colorado Avalanche to a Stanley Cup championship and later coaching several NHL teams, including the Atlanta Thrashers and Calgary Flames.
  • D. James Ritz
    James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
  • E. Roy Raymond
    Roy Raymond was an American entrepreneur best known for creating the lingerie retailer Victoria’s Secret in the 1970s.
  • 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_69c69955517c819085bc715b96d304d2 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7019161548190855a5b1e9f5d7e99 completed March 27, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89b0d345081909a1d4475fa3876f5 completed March 29, 2026, 3:22 a.m.
NEDg Description generation batch_69c89d77b7cc81908120da0121c94537 completed March 29, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69c89ddd81a88190924d41529e94b06b completed March 29, 2026, 3:34 a.m.
Created at: March 27, 2026, 3:59 p.m.