Triple

T4766116
Position Surface form Disambiguated ID Type / Status
Subject Newcomerstown, Ohio E105814 entity
Predicate hasNotableResident P1092 FINISHED
Object Bob Huggins
Bob Huggins is a highly successful American college basketball coach best known for his long tenures and numerous NCAA Tournament appearances with the University of Cincinnati and West Virginia University.
E468262 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: Bob Huggins | Statement: [Newcomerstown, Ohio, hasNotableResident, Bob Huggins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bob Huggins
Context triple: [Newcomerstown, Ohio, hasNotableResident, Bob Huggins]
  • A. Gregg Marshall
    Gregg Marshall is an American college basketball coach best known for his long, successful tenure at Wichita State University, where he built the Shockers into a national contender.
  • B. Kelvin Sampson
    Kelvin Sampson is an American college basketball coach best known for leading successful programs at schools like Oklahoma and the University of Houston.
  • C. Ben Howland
    Ben Howland is an American college basketball coach best known for leading UCLA to three consecutive Final Four appearances in the mid-2000s.
  • D. Jerry Tarkanian
    Jerry Tarkanian was a Hall of Fame college basketball coach best known for turning UNLV into a national powerhouse and winning the 1990 NCAA championship.
  • E. Bill Musselman
    Bill Musselman was an American basketball coach known for his intense, defense-oriented style and successful stints in college basketball, the ABA, and the NBA.
  • 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: Bob Huggins
Triple: [Newcomerstown, Ohio, hasNotableResident, Bob Huggins]
Generated description
Bob Huggins is a highly successful American college basketball coach best known for his long tenures and numerous NCAA Tournament appearances with the University of Cincinnati and West Virginia University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bob Huggins
Target entity description: Bob Huggins is a highly successful American college basketball coach best known for his long tenures and numerous NCAA Tournament appearances with the University of Cincinnati and West Virginia University.
  • A. Gregg Marshall
    Gregg Marshall is an American college basketball coach best known for his long, successful tenure at Wichita State University, where he built the Shockers into a national contender.
  • B. Kelvin Sampson
    Kelvin Sampson is an American college basketball coach best known for leading successful programs at schools like Oklahoma and the University of Houston.
  • C. Ben Howland
    Ben Howland is an American college basketball coach best known for leading UCLA to three consecutive Final Four appearances in the mid-2000s.
  • D. Jerry Tarkanian
    Jerry Tarkanian was a Hall of Fame college basketball coach best known for turning UNLV into a national powerhouse and winning the 1990 NCAA championship.
  • E. Bill Musselman
    Bill Musselman was an American basketball coach known for his intense, defense-oriented style and successful stints in college basketball, the ABA, and the NBA.
  • 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_69bd43f226fc8190b867cc249c2a9042 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6534d6b48190911c295b5601a762 completed March 20, 2026, 3:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a8bd5248190bd6cc79170919148 completed March 21, 2026, 6:28 a.m.
NEDg Description generation batch_69be3e4e03588190ba7556580b2dc11b completed March 21, 2026, 6:44 a.m.
NED2 Entity disambiguation (via description) batch_69be3ef6be348190af539ecd1e2871d0 completed March 21, 2026, 6:47 a.m.
Created at: March 20, 2026, 1:21 p.m.