Triple

T4388401
Position Surface form Disambiguated ID Type / Status
Subject Loyola Marymount Lions men's basketball E99301 entity
Predicate notableAlumnus P304 FINISHED
Object Hank Gathers
Hank Gathers was a dominant college basketball star at Loyola Marymount University whose career and life were tragically cut short when he collapsed and died during a game in 1990.
E435181 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: Hank Gathers | Statement: [Loyola Marymount Lions men's basketball, notableAlumnus, Hank Gathers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hank Gathers
Context triple: [Loyola Marymount Lions men's basketball, notableAlumnus, Hank Gathers]
  • A. Clifton Davis
    Clifton Davis is an American actor, singer, and songwriter best known for his roles on television sitcoms like "That's My Mama" and "Amen" and for writing the Jackson 5 hit "Never Can Say Goodbye."
  • B. Phil Keaggy
    Phil Keaggy is an American guitarist, singer, and songwriter renowned for his virtuoso guitar work and influential contributions to contemporary Christian music.
  • C. C. L. Franklin
    C. L. Franklin was a prominent American Baptist minister and civil rights activist renowned for his charismatic preaching and as the father of soul singer Aretha Franklin.
  • D. Don Covay
    Don Covay was an influential American R&B and soul singer-songwriter known for his gritty vocal style and for writing hits for himself and other major artists in the 1960s and 1970s.
  • E. Bobby Caldwell
    Bobby Caldwell was an American singer, songwriter, and multi-instrumentalist best known for his smooth blend of R&B, soul, and jazz, particularly the classic hit "What You Won't Do for Love."
  • 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: Hank Gathers
Triple: [Loyola Marymount Lions men's basketball, notableAlumnus, Hank Gathers]
Generated description
Hank Gathers was a dominant college basketball star at Loyola Marymount University whose career and life were tragically cut short when he collapsed and died during a game in 1990.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hank Gathers
Target entity description: Hank Gathers was a dominant college basketball star at Loyola Marymount University whose career and life were tragically cut short when he collapsed and died during a game in 1990.
  • A. Clifton Davis
    Clifton Davis is an American actor, singer, and songwriter best known for his roles on television sitcoms like "That's My Mama" and "Amen" and for writing the Jackson 5 hit "Never Can Say Goodbye."
  • B. Phil Keaggy
    Phil Keaggy is an American guitarist, singer, and songwriter renowned for his virtuoso guitar work and influential contributions to contemporary Christian music.
  • C. C. L. Franklin
    C. L. Franklin was a prominent American Baptist minister and civil rights activist renowned for his charismatic preaching and as the father of soul singer Aretha Franklin.
  • D. Don Covay
    Don Covay was an influential American R&B and soul singer-songwriter known for his gritty vocal style and for writing hits for himself and other major artists in the 1960s and 1970s.
  • E. Bobby Caldwell
    Bobby Caldwell was an American singer, songwriter, and multi-instrumentalist best known for his smooth blend of R&B, soul, and jazz, particularly the classic hit "What You Won't Do for Love."
  • 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_69b3454f739481909ff6c28331f0c0b9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35281900c8190882e9ccfa44ab86f completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e52a0488819081fe724d592d8fdf completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e619964081908193b4b40a940336 completed March 14, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69b5e681fa5c819084ec0e9092275754 completed March 14, 2026, 10:51 p.m.
Created at: March 12, 2026, 11:19 p.m.