Triple

T20318835
Position Surface form Disambiguated ID Type / Status
Subject Will Muschamp E492153 entity
Predicate familyName P18 FINISHED
Object Muschamp
Muschamp is a surname most prominently associated with American football coach Will Muschamp.
E1424322 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: Muschamp | Statement: [Will Muschamp, familyName, Muschamp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Muschamp
Context triple: [Will Muschamp, familyName, Muschamp]
  • A. Al McGuire
    Al McGuire was a Hall of Fame American college basketball coach best known for leading Marquette University to the 1977 NCAA championship and later becoming a popular television commentator.
  • B. Fickell
    Fickell is the surname of Luke Fickell, an American football coach and former player known for his collegiate coaching career.
  • C. Bill Terry
    Bill Terry was a Hall of Fame first baseman and later manager for the New York Giants, renowned as the last National League player to hit over .400 in a season.
  • D. Frank Mullen
    Frank Mullen is an American death metal vocalist best known as the longtime frontman of the band Suffocation.
  • E. Ed Gagliardi
    Ed Gagliardi was an American bass guitarist best known as the original bassist for the rock band Foreigner during their late 1970s success.
  • 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: Muschamp
Triple: [Will Muschamp, familyName, Muschamp]
Generated description
Muschamp is a surname most prominently associated with American football coach Will Muschamp.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Muschamp
Target entity description: Muschamp is a surname most prominently associated with American football coach Will Muschamp.
  • A. Al McGuire
    Al McGuire was a Hall of Fame American college basketball coach best known for leading Marquette University to the 1977 NCAA championship and later becoming a popular television commentator.
  • B. Fickell
    Fickell is the surname of Luke Fickell, an American football coach and former player known for his collegiate coaching career.
  • C. Bill Terry
    Bill Terry was a Hall of Fame first baseman and later manager for the New York Giants, renowned as the last National League player to hit over .400 in a season.
  • D. Frank Mullen
    Frank Mullen is an American death metal vocalist best known as the longtime frontman of the band Suffocation.
  • E. Ed Gagliardi
    Ed Gagliardi was an American bass guitarist best known as the original bassist for the rock band Foreigner during their late 1970s success.
  • 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_69e0b4a0134081909113563e1c3ba68a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67789d8108190ae2e134f4b0b0be5 completed April 20, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a086126c9a08190a6dcb30d118a2730 completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a086255182881908eeaa49d34bf3ba5 completed May 16, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a08635869148190992d75a8806f767c completed May 16, 2026, 12:30 p.m.
Created at: April 16, 2026, 11:20 a.m.