Triple

T4233051
Position Surface form Disambiguated ID Type / Status
Subject Quarterflash E94625 entity
Predicate hasMember P10 FINISHED
Object Marv Ross
Marv Ross is an American guitarist and songwriter best known as a founding member of the rock band Quarterflash.
E429886 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: Marv Ross | Statement: [Quarterflash, hasMember, Marv Ross]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marv Ross
Context triple: [Quarterflash, hasMember, Marv Ross]
  • A. Tony Eason
    Tony Eason is a former American football quarterback best known for playing in the NFL during the 1980s, primarily with the New England Patriots.
  • B. Bill Fitch
    Bill Fitch was an American basketball coach best known for leading the Boston Celtics to the 1981 NBA championship and for his reputation as a demanding, turnaround specialist.
  • C. Steve Fisher
    Steve Fisher is an American college basketball coach best known for revitalizing the San Diego State Aztecs program and previously leading the Michigan Wolverines to the 1989 NCAA championship.
  • D. Del Harris
    Del Harris is an American basketball coach best known for his long NBA coaching career, including head coaching stints with the Houston Rockets, Milwaukee Bucks, and Los Angeles Lakers.
  • E. Bill Sharman
    Bill Sharman was an American Hall of Fame basketball player and coach, best known for his sharpshooting with the Boston Celtics and for leading multiple teams to championships in both the NBA and ABA.
  • 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: Marv Ross
Triple: [Quarterflash, hasMember, Marv Ross]
Generated description
Marv Ross is an American guitarist and songwriter best known as a founding member of the rock band Quarterflash.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marv Ross
Target entity description: Marv Ross is an American guitarist and songwriter best known as a founding member of the rock band Quarterflash.
  • A. Tony Eason
    Tony Eason is a former American football quarterback best known for playing in the NFL during the 1980s, primarily with the New England Patriots.
  • B. Bill Fitch
    Bill Fitch was an American basketball coach best known for leading the Boston Celtics to the 1981 NBA championship and for his reputation as a demanding, turnaround specialist.
  • C. Steve Fisher
    Steve Fisher is an American college basketball coach best known for revitalizing the San Diego State Aztecs program and previously leading the Michigan Wolverines to the 1989 NCAA championship.
  • D. Del Harris
    Del Harris is an American basketball coach best known for his long NBA coaching career, including head coaching stints with the Houston Rockets, Milwaukee Bucks, and Los Angeles Lakers.
  • E. Bill Sharman
    Bill Sharman was an American Hall of Fame basketball player and coach, best known for his sharpshooting with the Boston Celtics and for leading multiple teams to championships in both the NBA and ABA.
  • 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_69b34537cc6481909cd0a96acbb33ef7 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e65720c819087c4022c774ff7c3 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c70cfa6c819096992a9ea7e97801 completed March 14, 2026, 8:37 p.m.
NEDg Description generation batch_69b5cb1b807c8190a6220e23e601e49d completed March 14, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69b5cb91cdb88190af95acc54a01978a completed March 14, 2026, 8:56 p.m.
Created at: March 12, 2026, 11:05 p.m.