Triple

T20648104
Position Surface form Disambiguated ID Type / Status
Subject Heavener School of Business E507410 entity
Predicate namedAfter P63 FINISHED
Object James W. Heavener — 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: James W. Heavener | Statement: [Heavener School of Business, namedAfter, James W. Heavener]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James W. Heavener
Context triple: [Heavener School of Business, namedAfter, James W. Heavener]
  • A. James A. Burden
    James A. Burden was a 19th-century American industrialist and member of the prominent Burden family associated with iron manufacturing in Troy, New York.
  • B. John J. Shipherd
    John J. Shipherd was a 19th-century American Congregational minister and educator best known for co-founding both Oberlin College in Ohio and Olivet College in Michigan.
  • C. Samuel M. Inman
    Samuel M. Inman was a prominent Atlanta businessman and civic leader of the late 19th and early 20th centuries, influential in the city's commercial development and urban planning.
  • D. Charles B. Gatewood
    Charles B. Gatewood was a U.S. Army officer best known for his pivotal role in persuading the Apache leader Geronimo to surrender in 1886, effectively ending the Apache Wars.
  • E. Charles T. Menoher
    Charles T. Menoher was a U.S. Army major general who commanded the 42nd "Rainbow" Division during World War I and later served as the first chief of the Army Air Service.
  • 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: James W. Heavener
Target entity description: James W. Heavener is an American businessman, investor, and philanthropist best known for his major support of the University of Florida, where the business school bears his name.
  • A. James A. Burden
    James A. Burden was a 19th-century American industrialist and member of the prominent Burden family associated with iron manufacturing in Troy, New York.
  • B. John J. Shipherd
    John J. Shipherd was a 19th-century American Congregational minister and educator best known for co-founding both Oberlin College in Ohio and Olivet College in Michigan.
  • C. Samuel M. Inman
    Samuel M. Inman was a prominent Atlanta businessman and civic leader of the late 19th and early 20th centuries, influential in the city's commercial development and urban planning.
  • D. Charles B. Gatewood
    Charles B. Gatewood was a U.S. Army officer best known for his pivotal role in persuading the Apache leader Geronimo to surrender in 1886, effectively ending the Apache Wars.
  • E. Charles T. Menoher
    Charles T. Menoher was a U.S. Army major general who commanded the 42nd "Rainbow" Division during World War I and later served as the first chief of the Army Air Service.
  • 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_69e0b4be702c8190a3d2410a881d310a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6af1fbfa881908a5b9db143e362d0 completed April 20, 2026, 10:56 p.m.
Created at: April 16, 2026, 11:43 a.m.