Triple

T16374038
Position Surface form Disambiguated ID Type / Status
Subject Hoffer E397637 entity
Predicate hasNotableBearer P458 FINISHED
Object Abram Hoffer E87187 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: Abram Hoffer | Statement: [Hoffer, hasNotableBearer, Abram Hoffer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abram Hoffer
Context triple: [Hoffer, hasNotableBearer, Abram Hoffer]
  • A. Abram Hoffer chosen
    Abram Hoffer was a Canadian psychiatrist and researcher known for pioneering orthomolecular psychiatry, particularly the use of high-dose vitamins in the treatment of mental illness such as schizophrenia.
  • B. Benjamin Eichelbaum
    Benjamin Eichelbaum is the son of film mogul Jack Warner, co-founder of Warner Bros.
  • C. Gerson Warburg
    Gerson Warburg was a member of the prominent German-Jewish Warburg banking family, known for its significant influence in international finance and philanthropy.
  • D. Joseph Schildkraut
    Joseph Schildkraut was an Austrian-American stage and film actor, best known for his roles in early Hollywood epics and for winning an Academy Award for Best Supporting Actor for "The Life of Emile Zola."
  • E. Roy P. Drachman
    Roy P. Drachman was a prominent Tucson real estate developer and civic leader whose philanthropy significantly supported the University of Arizona and local community projects.
  • 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_69d87f2778dc8190aa95c7572db127e6 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319d559788190bd96c45ff0900fe6 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003561f83481909223c99bb83ebdf4 completed May 10, 2026, 7:36 a.m.
Created at: April 10, 2026, 5:08 a.m.