Triple

T6610019
Position Surface form Disambiguated ID Type / Status
Subject O'Leary E149213 entity
Predicate hasNotableBearer P458 FINISHED
Object Kevin O'Leary (politician)
Kevin O'Leary is a Canadian politician who has served as a member of the New Brunswick Legislative Assembly, representing the Liberal Party.
 E602691 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: Kevin O'Leary (politician) | Statement: [O'Leary, hasNotableBearer, Kevin O'Leary (politician)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kevin O'Leary (politician)
Context triple: [O'Leary, hasNotableBearer, Kevin O'Leary (politician)]
  • A. David Stronach
    David Stronach was a prominent British archaeologist and scholar of ancient Near Eastern civilizations, noted for his influential excavations and research on early Persian sites.
  • B. Tom Fyles
    Tom Fyles was a pioneering Canadian mountaineer and climber known for early ascents in the Coast Mountains of British Columbia.
  • C. Dan McGinty
    Dan McGinty is the opportunistic drifter-turned-corrupt politician at the center of Preston Sturges’s 1940 political satire film "The Great McGinty."
  • D. Lin McAdam
    Lin McAdam is the determined and skilled gunslinger protagonist of the classic 1950 Western film "Winchester '73," portrayed by James Stewart.
  • E. Rob Ford
    Rob Ford was a controversial Canadian politician known for his tumultuous tenure as Toronto’s mayor, marked by populist policies, substance abuse scandals, and intense media scrutiny.
  • 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: Kevin O'Leary (politician)
Triple: [O'Leary, hasNotableBearer, Kevin O'Leary (politician)]
Generated description
Kevin O'Leary is a Canadian politician who has served as a member of the New Brunswick Legislative Assembly, representing the Liberal Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kevin O'Leary (politician)
Target entity description: Kevin O'Leary is a Canadian politician who has served as a member of the New Brunswick Legislative Assembly, representing the Liberal Party.
  • A. David Stronach
    David Stronach was a prominent British archaeologist and scholar of ancient Near Eastern civilizations, noted for his influential excavations and research on early Persian sites.
  • B. Tom Fyles
    Tom Fyles was a pioneering Canadian mountaineer and climber known for early ascents in the Coast Mountains of British Columbia.
  • C. Dan McGinty
    Dan McGinty is the opportunistic drifter-turned-corrupt politician at the center of Preston Sturges’s 1940 political satire film "The Great McGinty."
  • D. Lin McAdam
    Lin McAdam is the determined and skilled gunslinger protagonist of the classic 1950 Western film "Winchester '73," portrayed by James Stewart.
  • E. Rob Ford
    Rob Ford was a controversial Canadian politician known for his tumultuous tenure as Toronto’s mayor, marked by populist policies, substance abuse scandals, and intense media scrutiny.
  • 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_69c687ebc680819094caf71faba2efe2 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6af3301dc819082d427675c36aaa6 completed March 27, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbd228fc8190852fac2308233765 completed March 27, 2026, 6:26 p.m.
NEDg Description generation batch_69c6cd417d288190868e9709deb4b28a completed March 27, 2026, 6:32 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce6be1f88190bc8b90bf90c6dc55 completed March 27, 2026, 6:37 p.m.
Created at: March 27, 2026, 1:57 p.m.