Triple

T8815451
Position Surface form Disambiguated ID Type / Status
Subject Perkins E209764 entity
Predicate hasNotableBearer P458 FINISHED
Object John Perkins (author) E758620 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Perkins (author) | Statement: [Perkins, hasNotableBearer, John Perkins (author)]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Perkins (author)
Context triple: [Perkins, hasNotableBearer, John Perkins (author)]
  • A. John Perkins chosen
    John Perkins is an American author and former economic hit man best known for his book "Confessions of an Economic Hit Man," in which he alleges involvement in covert economic manipulation on behalf of U.S. interests.
  • B. John M. Perkins
    John M. Perkins is an American Christian minister, civil rights activist, and community development leader known for his work in racial reconciliation and founding the Christian Community Development Association.
  • C. Edward Epstein
    Edward Epstein is a biographer and author known for his works on notable historical and political figures.
  • D. Bryan Burrough
    Bryan Burrough is an American author and journalist best known for his narrative nonfiction works on finance, crime, and American history, including the book that inspired the film "Public Enemies."
  • E. Robert Baer
    Robert Baer is a former CIA case officer and author known for his memoirs on Middle East espionage and U.S. intelligence, one of which inspired the film "Syriana."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69ca8363f3308190a47e3f1ebd51f613 elicitation completed
NER batch_69cc5ff2ff248190bafcafe8b3860e53 ner completed
NED1 batch_69cf89357b488190997f368079ef7e1e ned_source_triple completed
Created at: March 30, 2026, 6:45 p.m.