Triple

T4338649
Position Surface form Disambiguated ID Type / Status
Subject Fran O’Toole E97524 entity
Predicate familyName P18 FINISHED
Object O’Toole
O’Toole is an Irish surname borne by numerous notable figures in fields such as politics, entertainment, and sports.
 E431412 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: O’Toole | Statement: [Fran O’Toole, familyName, O’Toole]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: O’Toole
Context triple: [Fran O’Toole, familyName, O’Toole]
  • A. Mark O'Toole
    Mark O'Toole is a writer best known for his work on the British sitcom "Relax."
  • B. Mark O'Toole
    Mark O'Toole is an English musician and bassist best known as a founding member of the 1980s pop band Frankie Goes to Hollywood.
  • C. O'Rourke
    O'Rourke is an Irish surname historically associated with several notable figures in politics, the arts, and public life.
  • D. Dunleavy
    Dunleavy is a surname most prominently associated with Mike Dunleavy Sr., a former NBA player and head coach, and his family of professional basketball figures.
  • E. Fred Kilgour
    Fred Kilgour was an American librarian and information scientist best known for pioneering online library cataloging and founding the OCLC cooperative.
  • 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: O’Toole
Triple: [Fran O’Toole, familyName, O’Toole]
Generated description
O’Toole is an Irish surname borne by numerous notable figures in fields such as politics, entertainment, and sports.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: O’Toole
Target entity description: O’Toole is an Irish surname borne by numerous notable figures in fields such as politics, entertainment, and sports.
  • A. Mark O'Toole
    Mark O'Toole is a writer best known for his work on the British sitcom "Relax."
  • B. Mark O'Toole
    Mark O'Toole is an English musician and bassist best known as a founding member of the 1980s pop band Frankie Goes to Hollywood.
  • C. O'Rourke
    O'Rourke is an Irish surname historically associated with several notable figures in politics, the arts, and public life.
  • D. Dunleavy
    Dunleavy is a surname most prominently associated with Mike Dunleavy Sr., a former NBA player and head coach, and his family of professional basketball figures.
  • E. Fred Kilgour
    Fred Kilgour was an American librarian and information scientist best known for pioneering online library cataloging and founding the OCLC cooperative.
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3516dffb48190878f81ffe71a5e82 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d0af82888190bed294bdec942f4a completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d29d8a4881908f1612dddc8e878c completed March 14, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5d336850081908f411db1023e3598 completed March 14, 2026, 9:29 p.m.
Created at: March 12, 2026, 11:14 p.m.