Triple

T9725501
Position Surface form Disambiguated ID Type / Status
Subject Norm Schachter E235598 entity
Predicate notableWork P4 FINISHED
Object Close Calls: The Confessions of an NFL Referee
Close Calls: The Confessions of an NFL Referee is a memoir in which longtime NFL official Norm Schachter recounts his experiences, challenges, and behind-the-scenes stories from his career refereeing professional football games.
 E816275 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: Close Calls: The Confessions of an NFL Referee | Statement: [Norm Schachter, notableWork, Close Calls: The Confessions of an NFL Referee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Close Calls: The Confessions of an NFL Referee
Context triple: [Norm Schachter, notableWork, Close Calls: The Confessions of an NFL Referee]
  • A. Inside the NFL
    Inside the NFL is a long-running sports television program that provides in-depth analysis, highlights, and commentary on National Football League games and storylines.
  • B. More Than a Game: The Glorious Present and Uncertain Future of the NFL
    "More Than a Game: The Glorious Present and Uncertain Future of the NFL" is a non-fiction book that examines the modern National Football League’s on-field evolution, business dynamics, and looming challenges.
  • C. A Football Life
    A Football Life is an NFL Network documentary series that profiles the lives, careers, and legacies of notable figures in professional football.
  • D. 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.
  • E. America’s Game: The Super Bowl Champions
    America’s Game: The Super Bowl Champions is a documentary television series that chronicles each Super Bowl–winning team’s season through archival footage and player and coach interviews.
  • 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: Close Calls: The Confessions of an NFL Referee
Triple: [Norm Schachter, notableWork, Close Calls: The Confessions of an NFL Referee]
Generated description
Close Calls: The Confessions of an NFL Referee is a memoir in which longtime NFL official Norm Schachter recounts his experiences, challenges, and behind-the-scenes stories from his career refereeing professional football games.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Close Calls: The Confessions of an NFL Referee
Target entity description: Close Calls: The Confessions of an NFL Referee is a memoir in which longtime NFL official Norm Schachter recounts his experiences, challenges, and behind-the-scenes stories from his career refereeing professional football games.
  • A. Inside the NFL
    Inside the NFL is a long-running sports television program that provides in-depth analysis, highlights, and commentary on National Football League games and storylines.
  • B. More Than a Game: The Glorious Present and Uncertain Future of the NFL
    "More Than a Game: The Glorious Present and Uncertain Future of the NFL" is a non-fiction book that examines the modern National Football League’s on-field evolution, business dynamics, and looming challenges.
  • C. A Football Life
    A Football Life is an NFL Network documentary series that profiles the lives, careers, and legacies of notable figures in professional football.
  • D. 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.
  • E. America’s Game: The Super Bowl Champions
    America’s Game: The Super Bowl Champions is a documentary television series that chronicles each Super Bowl–winning team’s season through archival footage and player and coach interviews.
  • 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_69ca84d0fad481909cdd45aa77416c48 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e7838448190a7b5b259765a0d95 completed April 1, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19fadc2948190b405fb7f249b82aa completed April 4, 2026, 11:33 p.m.
NEDg Description generation batch_69d1a0988f00819094b5fe6e4d328688 completed April 4, 2026, 11:36 p.m.
NED2 Entity disambiguation (via description) batch_69d1a0f811fc8190b6a46a0441159089 completed April 4, 2026, 11:38 p.m.
Created at: March 30, 2026, 8:21 p.m.