Triple

T14649421
Position Surface form Disambiguated ID Type / Status
Subject Faces of America E343938 entity
Predicate hasParticipant P149 FINISHED
Object Malcolm Gladwell E77989 NE FINISHED

How this triple was built (2 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: Malcolm Gladwell | Statement: [Faces of America, hasParticipant, Malcolm Gladwell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malcolm Gladwell
Context triple: [Faces of America, hasParticipant, Malcolm Gladwell]
  • A. Malcolm Gladwell chosen
    Malcolm Gladwell is a Canadian journalist and bestselling author known for his influential nonfiction books on psychology, sociology, and human behavior, including "The Tipping Point," "Blink," and "Outliers."
  • B. David Gladwell
    David Gladwell is a British film editor and director best known for his editing work on films such as Lindsay Anderson’s "If...." and "O Lucky Man!" and for his own experimental and documentary films.
  • C. Dan Heath
    Dan Heath is a music producer and composer known for his work on cinematic scores and collaborations with artists like Lana Del Rey.
  • D. David Epstein
    David Epstein is an American journalist and author best known for his books on the science of performance and human potential, including "The Sports Gene" and "Range."
  • E. Robert Wright
    Robert Wright was an American musical theatre lyricist and composer best known for his long collaboration with George Forrest on adaptations of classical music for Broadway and film.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d822e1a2cc81908e5bb93cf61ce3cc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4ed037c8190a87bf43f839fec05 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5d9ab188190934deb57fd6d9a56 completed May 8, 2026, 12:23 p.m.
Created at: April 10, 2026, 1:26 a.m.