Triple

T7293960
Position Surface form Disambiguated ID Type / Status
Subject Fred F. French E164467 entity
Predicate employer P7 FINISHED
Object Fred F. French Companies E141993 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: Fred F. French Companies | Statement: [Fred F. French, employer, Fred F. French Companies]

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: Fred F. French Companies
Context triple: [Fred F. French, employer, Fred F. French Companies]
  • A. Fred F. French Company chosen
    The Fred F. French Company was a prominent early 20th-century New York real estate development firm known for pioneering large-scale, planned residential complexes.
  • B. Louis Dreyfus Company
    Louis Dreyfus Company is a major global agricultural commodities trading and processing firm and one of the world’s leading agribusiness groups.
  • C. Hulman & Company
    Hulman & Company is an American holding company best known for its longtime ownership and operation of the Indianapolis Motor Speedway and the Indianapolis 500.
  • D. F. H. Royce & Company
    F. H. Royce & Company was an early engineering firm founded by Henry Royce that specialized in electrical and mechanical equipment before evolving into the company behind Rolls-Royce automobiles.
  • E. Humphrey-Weidman Company
    The Humphrey-Weidman Company was a pioneering American modern dance company founded by choreographers Doris Humphrey and Charles Weidman, known for developing innovative movement techniques and shaping early 20th-century modern dance.
  • 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_69c6887a499881909dd23341399c59d8 elicitation completed
NER batch_69c6eb8a0b4881908ff27c5a75bd4a95 ner completed
NED1 batch_69c7e543c22c8190acf8dcffd9c59520 ned_source_triple completed
Created at: March 27, 2026, 3 p.m.