Triple

T17694118
Position Surface form Disambiguated ID Type / Status
Subject Universal Value Function Approximators E441116 entity
Predicate introducedBy P513 FINISHED
Object Daniel Horgan — NE NERFINISHED

How this triple was built (3 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: Daniel Horgan | Statement: [Universal Value Function Approximators, introducedBy, Daniel Horgan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Daniel Horgan
Context triple: [Universal Value Function Approximators, introducedBy, Daniel Horgan]
  • A. Dan Haggerty
    Dan Haggerty was an American actor best known for his portrayal of the gentle mountain man in the film and television series "The Life and Times of Grizzly Adams."
  • B. Dan O'Herlihy
    Dan O'Herlihy was an Irish-born actor known for his distinguished character roles in film and television, including an Academy Award–nominated performance in "Adventures of Robinson Crusoe" and memorable parts in movies like "RoboCop" and "Halloween III: Season of the Witch."
  • C. Michael O’Rourke
    Michael O’Rourke is an Irish media entrepreneur best known as a co-founder of the international sports television network Setanta Sports.
  • D. Michael O’Rourke
    Michael O’Rourke is best known as the father of the late child actress Heather O’Rourke, who starred in the "Poltergeist" film series.
  • E. Michael K. Hannon
    Michael K. Hannon is an American local politician who served as the mayor of Newark, California.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Daniel Horgan
Target entity description: Daniel Horgan is a machine learning researcher known for co-introducing Universal Value Function Approximators, a framework for generalizing value functions across goals in reinforcement learning.
  • A. Dan Haggerty
    Dan Haggerty was an American actor best known for his portrayal of the gentle mountain man in the film and television series "The Life and Times of Grizzly Adams."
  • B. Dan O'Herlihy
    Dan O'Herlihy was an Irish-born actor known for his distinguished character roles in film and television, including an Academy Award–nominated performance in "Adventures of Robinson Crusoe" and memorable parts in movies like "RoboCop" and "Halloween III: Season of the Witch."
  • C. Michael O’Rourke
    Michael O’Rourke is an Irish media entrepreneur best known as a co-founder of the international sports television network Setanta Sports.
  • D. Michael O’Rourke
    Michael O’Rourke is best known as the father of the late child actress Heather O’Rourke, who starred in the "Poltergeist" film series.
  • E. Michael K. Hannon
    Michael K. Hannon is an American local politician who served as the mayor of Newark, California.
  • F. None of above. chosen

Provenance (2 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_69d8b9e940b081908b862bb0e6e89b0d completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4715485d88190b9b6f347ff85d7c7 completed April 19, 2026, 6:08 a.m.
Created at: April 10, 2026, 10:04 a.m.