Triple

T4017410
Position Surface form Disambiguated ID Type / Status
Subject Ed Hochuli E91196 entity
Predicate occupation P3 FINISHED
Object NFL referee
Ed Hochuli is a well-known former National Football League official recognized for his long tenure, muscular physique, and detailed on-field penalty explanations.
E407560 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: NFL referee | Statement: [Ed Hochuli, occupation, NFL referee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NFL referee
Context triple: [Ed Hochuli, occupation, NFL referee]
  • A. NFL officiating crews
    NFL officiating crews are the professional teams of referees and officials responsible for enforcing the rules, ensuring fair play, and making on-field rulings during National Football League games.
  • B. NBA referees
    NBA referees are professional officials responsible for enforcing the league’s rules, maintaining game flow, and ensuring fair play during National Basketball Association games.
  • C. Professional Referee Organization
    The Professional Referee Organization is the body responsible for managing and assigning professional soccer match officials in the United States and Canada, particularly for Major League Soccer.
  • D. NFL Commissioner
    The NFL Commissioner is the chief executive of the National Football League, responsible for overseeing league operations, enforcing rules and policies, and representing the league’s interests with teams, players, and external stakeholders.
  • E. The Referee
    The Referee is the official in association football responsible for enforcing the Laws of the Game, making decisions on play, and maintaining order on the field.
  • 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: NFL referee
Triple: [Ed Hochuli, occupation, NFL referee]
Generated description
Ed Hochuli is a well-known former National Football League official recognized for his long tenure, muscular physique, and detailed on-field penalty explanations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NFL referee
Target entity description: Ed Hochuli is a well-known former National Football League official recognized for his long tenure, muscular physique, and detailed on-field penalty explanations.
  • A. NFL officiating crews
    NFL officiating crews are the professional teams of referees and officials responsible for enforcing the rules, ensuring fair play, and making on-field rulings during National Football League games.
  • B. NBA referees
    NBA referees are professional officials responsible for enforcing the league’s rules, maintaining game flow, and ensuring fair play during National Basketball Association games.
  • C. Professional Referee Organization
    The Professional Referee Organization is the body responsible for managing and assigning professional soccer match officials in the United States and Canada, particularly for Major League Soccer.
  • D. NFL Commissioner
    The NFL Commissioner is the chief executive of the National Football League, responsible for overseeing league operations, enforcing rules and policies, and representing the league’s interests with teams, players, and external stakeholders.
  • E. The Referee
    The Referee is the official in association football responsible for enforcing the Laws of the Game, making decisions on play, and maintaining order on the field.
  • 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_69aed9618b04819081750d979d2af098 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaa85ac881909e46fb3d76a794af completed March 9, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c792d948190aed89f2a52d65688 completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54cf3da208190aa844c9ea66354fe completed March 14, 2026, 11:56 a.m.
NED2 Entity disambiguation (via description) batch_69b55159dc288190a63d5f5164b73bbb completed March 14, 2026, 12:15 p.m.
Created at: March 9, 2026, 3:35 p.m.