Triple

T20022824
Position Surface form Disambiguated ID Type / Status
Subject Gresham College E494903 entity
Predicate hasNotableProfessor P13831 FINISHED
Object Tim Harford — NE NERFINISHED

How this triple was built (3 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: Tim Harford | Statement: [Gresham College, hasNotableProfessor, Tim Harford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tim Harford
Context triple: [Gresham College, hasNotableProfessor, Tim Harford]
  • A. John Kay
    John Kay is a German-Canadian rock singer, guitarist, and songwriter best known as the frontman of the band Steppenwolf.
  • B. John Kay
    John Kay was a key founding figure associated with the early development of the Swiss football club Servette FC.
  • C. Stephen J. Dubner
    Stephen J. Dubner is an American author, journalist, and podcast host best known for co-creating the Freakonomics franchise.
  • D. Ben Goldacre
    Ben Goldacre is a British physician, academic, and science writer best known for his work critiquing bad science and promoting evidence-based medicine.
  • E. David Wessel
    David Wessel was an American composer, researcher, and pioneer in computer music and real-time digital sound synthesis, known for his influential work at IRCAM and UC Berkeley’s CNMAT.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tim Harford
Target entity description: Tim Harford is a British economist, journalist, and broadcaster best known for his books and columns explaining economic ideas through everyday stories, including "The Undercover Economist."
  • A. John Kay
    John Kay is a German-Canadian rock singer, guitarist, and songwriter best known as the frontman of the band Steppenwolf.
  • B. John Kay
    John Kay was a key founding figure associated with the early development of the Swiss football club Servette FC.
  • C. Stephen J. Dubner
    Stephen J. Dubner is an American author, journalist, and podcast host best known for co-creating the Freakonomics franchise.
  • D. Ben Goldacre
    Ben Goldacre is a British physician, academic, and science writer best known for his work critiquing bad science and promoting evidence-based medicine.
  • E. David Wessel
    David Wessel was an American composer, researcher, and pioneer in computer music and real-time digital sound synthesis, known for his influential work at IRCAM and UC Berkeley’s CNMAT.
  • F. None of above. chosen

Provenance (2 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_69da626bfd288190aa5d65098b6433ae completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66288fc18819083833b55c5e069a6 completed April 20, 2026, 5:29 p.m.
Created at: April 11, 2026, 3:35 p.m.