Triple

T102354
Position Surface form Disambiguated ID Type / Status
Subject Super Bowl XXXVIII E2065 entity
Predicate referee P268 FINISHED
Object Ed Hochuli
Ed Hochuli is a former National Football League official known for his long tenure, muscular physique, and detailed on-field explanations of penalties.
E14713 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: Ed Hochuli | Statement: [Super Bowl XXXVIII, referee, Ed Hochuli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ed Hochuli
Context triple: [Super Bowl XXXVIII, referee, Ed Hochuli]
  • A. Lucille Sheardown
    Lucille Sheardown was one of the later wives of American inventor Lee de Forest, associated with his personal life rather than his pioneering work in radio and electronics.
  • B. Catherine Shorter
    Catherine Shorter was the first wife of Sir Robert Walpole, Britain’s first de facto Prime Minister, and a member of the English political elite in the early 18th century.
  • C. Mildred García
    Mildred García is an American academic leader and administrator who serves as chancellor of the California State University system.
  • D. Melba Phillips
    Melba Phillips was an influential American physicist and educator known for her work in theoretical physics and for coauthoring the Oppenheimer–Phillips process in nuclear physics.
  • E. Ugochi Daniels
    Ugochi Daniels is a senior Nigerian diplomat and humanitarian leader who serves as Deputy Director General of the International Organization for Migration, helping to shape global migration policy and operations.
  • 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: Ed Hochuli
Triple: [Super Bowl XXXVIII, referee, Ed Hochuli]
Generated description
Ed Hochuli is a former National Football League official known for his long tenure, muscular physique, and detailed on-field explanations of penalties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ed Hochuli
Target entity description: Ed Hochuli is a former National Football League official known for his long tenure, muscular physique, and detailed on-field explanations of penalties.
  • A. Lucille Sheardown
    Lucille Sheardown was one of the later wives of American inventor Lee de Forest, associated with his personal life rather than his pioneering work in radio and electronics.
  • B. Catherine Shorter
    Catherine Shorter was the first wife of Sir Robert Walpole, Britain’s first de facto Prime Minister, and a member of the English political elite in the early 18th century.
  • C. Mildred García
    Mildred García is an American academic leader and administrator who serves as chancellor of the California State University system.
  • D. Melba Phillips
    Melba Phillips was an influential American physicist and educator known for her work in theoretical physics and for coauthoring the Oppenheimer–Phillips process in nuclear physics.
  • E. Ugochi Daniels
    Ugochi Daniels is a senior Nigerian diplomat and humanitarian leader who serves as Deputy Director General of the International Organization for Migration, helping to shape global migration policy and operations.
  • 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_69a24e0a5b7c81908d52da08c60dabc4 completed Feb. 28, 2026, 2:08 a.m.
NER Named-entity recognition batch_69a256a8b6d0819083838a9708759407 completed Feb. 28, 2026, 2:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2a3d29e348190820f8a1ed207be2e completed Feb. 28, 2026, 8:14 a.m.
NEDg Description generation batch_69a2a456dc6881909f55e96a91d6d7eb completed Feb. 28, 2026, 8:16 a.m.
NED2 Entity disambiguation (via description) batch_69a2a5b6aca481909c920d2b2f708c56 completed Feb. 28, 2026, 8:22 a.m.
Created at: Feb. 28, 2026, 2:12 a.m.