Triple

T18031935
Position Surface form Disambiguated ID Type / Status
Subject O’Toole E431412 entity
Predicate notableBearer P458 FINISHED
Object Gary O'Toole
Gary O'Toole is an English drummer and educator best known for his work with guitarist Steve Hackett and his contributions to progressive rock music.
 E1348239 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: Gary O'Toole | Statement: [O’Toole, notableBearer, Gary O'Toole]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gary O'Toole
Context triple: [O’Toole, notableBearer, Gary O'Toole]
  • A. Ray Colcord
    Ray Colcord was an American record producer and composer best known for his work in rock music and for scoring numerous television shows.
  • B. Ed McLaughlin
    Ed McLaughlin is an American college athletics administrator best known as the athletic director at Virginia Commonwealth University (VCU).
  • C. Bob O'Brien
    Bob O'Brien is a fictional universe created by author Kim Carter, serving as the setting for her imaginative stories and characters.
  • D. John O’Keefe
    John O’Keefe is a British-American neuroscientist renowned for discovering place cells in the hippocampus, a breakthrough that helped reveal the brain’s internal GPS system.
  • E. John O’Keefe
    John O’Keefe is an American playwright, actor, and director known for his experimental and avant-garde theater works.
  • 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: Gary O'Toole
Triple: [O’Toole, notableBearer, Gary O'Toole]
Generated description
Gary O'Toole is an English drummer and educator best known for his work with guitarist Steve Hackett and his contributions to progressive rock music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gary O'Toole
Target entity description: Gary O'Toole is an English drummer and educator best known for his work with guitarist Steve Hackett and his contributions to progressive rock music.
  • A. Ray Colcord
    Ray Colcord was an American record producer and composer best known for his work in rock music and for scoring numerous television shows.
  • B. Ed McLaughlin
    Ed McLaughlin is an American college athletics administrator best known as the athletic director at Virginia Commonwealth University (VCU).
  • C. Bob O'Brien
    Bob O'Brien is a fictional universe created by author Kim Carter, serving as the setting for her imaginative stories and characters.
  • D. John O’Keefe
    John O’Keefe is a British-American neuroscientist renowned for discovering place cells in the hippocampus, a breakthrough that helped reveal the brain’s internal GPS system.
  • E. John O’Keefe
    John O’Keefe is an American playwright, actor, and director known for his experimental and avant-garde theater works.
  • 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_69d8b9050fb48190890155145deb0a66 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4be36724c8190aeae7444365a0851 completed April 19, 2026, 11:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05829917e4819093dc8ae6ed4cdb6a completed May 14, 2026, 8:06 a.m.
NEDg Description generation batch_6a05885e976c81909ca84e84920dcc2d completed May 14, 2026, 8:31 a.m.
NED2 Entity disambiguation (via description) batch_6a0588d5399081908a959f47a7ea74d7 completed May 14, 2026, 8:33 a.m.
Created at: April 10, 2026, 10:25 a.m.