Triple

T6438864
Position Surface form Disambiguated ID Type / Status
Subject Heisman Trophy E129967 entity
Predicate namedAfter P63 FINISHED
Object John Heisman
John Heisman was an influential early American football coach and innovator whose legacy is honored by the prestigious Heisman Trophy awarded annually to the top college football player.
 E592708 NE FINISHED

How this triple was built (4 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: John Heisman | Statement: [Heisman Trophy, namedAfter, John Heisman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Heisman
Context triple: [Heisman Trophy, namedAfter, John Heisman]
  • A. Teackle Wallis Warfield
    Teackle Wallis Warfield was an American businessman and socialite best known as the father of Wallis Simpson, the future Duchess of Windsor.
  • B. Amos Alonzo Stagg
    Amos Alonzo Stagg was a pioneering American college football coach and innovator who helped shape the early development of the sport in the United States.
  • C. Tim Mara
    Tim Mara was an American businessman best known for establishing and owning the New York Giants franchise in the National Football League.
  • D. John Whitehurst
    John Whitehurst was an 18th-century English clockmaker, scientist, and inventor known for his contributions to geology and membership in the influential Lunar Society of Birmingham.
  • E. Clark Shaughnessy
    Clark Shaughnessy was an innovative American football coach best known for popularizing the modern T-formation and revolutionizing offensive strategy in the sport.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: John Heisman
Triple: [Heisman Trophy, namedAfter, John Heisman]
Generated description
John Heisman was an influential early American football coach and innovator whose legacy is honored by the prestigious Heisman Trophy awarded annually to the top college football player.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Heisman
Target entity description: John Heisman was an influential early American football coach and innovator whose legacy is honored by the prestigious Heisman Trophy awarded annually to the top college football player.
  • A. Teackle Wallis Warfield
    Teackle Wallis Warfield was an American businessman and socialite best known as the father of Wallis Simpson, the future Duchess of Windsor.
  • B. Amos Alonzo Stagg
    Amos Alonzo Stagg was a pioneering American college football coach and innovator who helped shape the early development of the sport in the United States.
  • C. Tim Mara
    Tim Mara was an American businessman best known for establishing and owning the New York Giants franchise in the National Football League.
  • D. John Whitehurst
    John Whitehurst was an 18th-century English clockmaker, scientist, and inventor known for his contributions to geology and membership in the influential Lunar Society of Birmingham.
  • E. Clark Shaughnessy
    Clark Shaughnessy was an innovative American football coach best known for popularizing the modern T-formation and revolutionizing offensive strategy in the sport.
  • F. None of above. chosen

Provenance (5 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_69c0084caac48190a7bc2ad8ba44536f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c06965a5d48190a5860da9e22dc6e0 completed March 22, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640f56ee881909f7b7f0909e1d701 completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c6428e44108190b7cb592a05b4acbb completed March 27, 2026, 8:40 a.m.
NED2 Entity disambiguation (via description) batch_69c64343c19c8190b05ef4450aadcbd1 completed March 27, 2026, 8:43 a.m.
Created at: March 22, 2026, 4:45 p.m.