Triple

T243220
Position Surface form Disambiguated ID Type / Status
Subject New Mexico Lobos men's basketball E4977 entity
Predicate notableCoach P550 FINISHED
Object Craig Neal
Craig Neal is an American basketball coach and former player best known for serving as head coach of the University of New Mexico Lobos men's basketball team.
E38787 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: Craig Neal | Statement: [New Mexico Lobos men's basketball, notableCoach, Craig Neal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Craig Neal
Context triple: [New Mexico Lobos men's basketball, notableCoach, Craig Neal]
  • A. Brian VanDeMark
    Brian VanDeMark is an American historian and author known for his work on U.S. foreign policy and the Vietnam War, including coauthoring influential studies of that conflict.
  • B. Travis Beacham
    Travis Beacham is an American screenwriter best known for co-writing the science fiction monster film "Pacific Rim."
  • C. Tony James
    Tony James is an American financier and executive best known as the longtime president and chief operating officer of Blackstone and for his leadership roles at major cultural institutions.
  • D. Mike Starr
    Mike Starr is an American character actor known for his imposing presence and frequent roles as tough guys or mobsters in films and television.
  • E. Neal
    Neal is a masculine given name of Gaelic origin, commonly used in English-speaking countries.
  • 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: Craig Neal
Triple: [New Mexico Lobos men's basketball, notableCoach, Craig Neal]
Generated description
Craig Neal is an American basketball coach and former player best known for serving as head coach of the University of New Mexico Lobos men's basketball team.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Craig Neal
Target entity description: Craig Neal is an American basketball coach and former player best known for serving as head coach of the University of New Mexico Lobos men's basketball team.
  • A. Brian VanDeMark
    Brian VanDeMark is an American historian and author known for his work on U.S. foreign policy and the Vietnam War, including coauthoring influential studies of that conflict.
  • B. Travis Beacham
    Travis Beacham is an American screenwriter best known for co-writing the science fiction monster film "Pacific Rim."
  • C. Tony James
    Tony James is an American financier and executive best known as the longtime president and chief operating officer of Blackstone and for his leadership roles at major cultural institutions.
  • D. Mike Starr
    Mike Starr is an American character actor known for his imposing presence and frequent roles as tough guys or mobsters in films and television.
  • E. Neal
    Neal is a masculine given name of Gaelic origin, commonly used in English-speaking countries.
  • 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_69a257c3d0708190b0871c4269d273e6 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25cef84ac81908fcc175b7f89653b completed Feb. 28, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3ab9c2ac4819089557c7f0335c520 completed March 1, 2026, 2:59 a.m.
NEDg Description generation batch_69a3ac033024819090d3dadfa388157e completed March 1, 2026, 3:01 a.m.
NED2 Entity disambiguation (via description) batch_69a3ac553b888190945c5f090626efb5 completed March 1, 2026, 3:02 a.m.
Created at: Feb. 28, 2026, 2:53 a.m.