Triple

T9237257
Position Surface form Disambiguated ID Type / Status
Subject Pure Prairie League E221968 entity
Predicate member P10 FINISHED
Object Billy Hinds
Billy Hinds is an American musician best known as the longtime drummer for the country-rock band Pure Prairie League.
E787059 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: Billy Hinds | Statement: [Pure Prairie League, member, Billy Hinds]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billy Hinds
Context triple: [Pure Prairie League, member, Billy Hinds]
  • A. Deric Angelettie
    Deric Angelettie is an American hip-hop producer and songwriter best known for his work with Bad Boy Records and contributions to major 1990s rap hits.
  • B. Matthew Centrowitz Jr.
    Matthew Centrowitz Jr. is an American middle-distance runner best known for winning the gold medal in the 1500 meters at the 2016 Rio Olympics.
  • C. Jeffrey Gaines
    Jeffrey Gaines is an American singer-songwriter and guitarist known for his emotive vocal style and acoustic rock performances.
  • D. Laurian Jones
    Laurian Jones is the daughter of British novelist and playwright Enid Bagnold and a member of a prominent literary and artistic family.
  • E. Tatum Thompson
    Tatum Thompson is the son of reality television star Khloé Kardashian and professional basketball player Tristan Thompson.
  • 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: Billy Hinds
Triple: [Pure Prairie League, member, Billy Hinds]
Generated description
Billy Hinds is an American musician best known as the longtime drummer for the country-rock band Pure Prairie League.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billy Hinds
Target entity description: Billy Hinds is an American musician best known as the longtime drummer for the country-rock band Pure Prairie League.
  • A. Deric Angelettie
    Deric Angelettie is an American hip-hop producer and songwriter best known for his work with Bad Boy Records and contributions to major 1990s rap hits.
  • B. Matthew Centrowitz Jr.
    Matthew Centrowitz Jr. is an American middle-distance runner best known for winning the gold medal in the 1500 meters at the 2016 Rio Olympics.
  • C. Jeffrey Gaines
    Jeffrey Gaines is an American singer-songwriter and guitarist known for his emotive vocal style and acoustic rock performances.
  • D. Laurian Jones
    Laurian Jones is the daughter of British novelist and playwright Enid Bagnold and a member of a prominent literary and artistic family.
  • E. Tatum Thompson
    Tatum Thompson is the son of reality television star Khloé Kardashian and professional basketball player Tristan Thompson.
  • 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_69ca83ed628c8190bc02d641e57f097f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccf09e553081909cf864635cfc5dcc completed April 1, 2026, 10:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d077d4c4a881909c80176ddf5101a4 completed April 4, 2026, 2:30 a.m.
NEDg Description generation batch_69d07da85c748190ab7096ce3d3d2319 completed April 4, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69d07e52c0788190a5009a7fe649a6c7 completed April 4, 2026, 2:58 a.m.
Created at: March 30, 2026, 7:29 p.m.