Triple

T12374662
Position Surface form Disambiguated ID Type / Status
Subject Lancaster High School, Ohio E295090 entity
Predicate notableAlumnus P304 FINISHED
Object Robert G. Heft E60944 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: Robert G. Heft | Statement: [Lancaster High School, Ohio, notableAlumnus, Robert G. Heft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert G. Heft
Context triple: [Lancaster High School, Ohio, notableAlumnus, Robert G. Heft]
  • A. Robert G. Heft chosen
    Robert G. Heft was an American designer best known for creating the 50-star version of the United States flag while still a high school student.
  • B. Charles F. Wennerstrum
    Charles F. Wennerstrum was an American judge best known for serving as a presiding judge at one of the Subsequent Nuremberg Trials following World War II.
  • C. Jay L. McClelland
    Jay L. McClelland is a cognitive psychologist and neuroscientist best known for his pioneering work in connectionist models of cognition and co-developing the influential Parallel Distributed Processing framework.
  • D. Robert A. Schommer
    Robert A. Schommer was an American observational astronomer known for his work on supernovae, galaxy clusters, and the extragalactic distance scale.
  • E. Ron L. Brinkerhoff
    Ron L. Brinkerhoff is an American screenwriter best known for writing the action-drama film "The Guardian" (2006).
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93fa8ca7c8190b3f8e9c2ec23e837 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63ef6084c8190960f0df7e10066e2 completed May 2, 2026, 6:14 p.m.
Created at: April 8, 2026, 9:54 p.m.