Triple

T16847502
Position Surface form Disambiguated ID Type / Status
Subject Sky High E409581 entity
Predicate starring P1507 FINISHED
Object Kevin Heffernan
Kevin Heffernan is an American actor, comedian, writer, and director best known as a member of the Broken Lizard comedy troupe and for roles in films like "Super Troopers."
E1248177 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 Heffernan | Statement: [Sky High, starring, Kevin Heffernan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kevin Heffernan
Context triple: [Sky High, starring, Kevin Heffernan]
  • A. John Heffernan
    John Heffernan is a screenwriter best known for co-writing the cult action-thriller film "Snakes on a Plane."
  • B. Mike Dowd
    Mike Dowd is the father of Pulitzer Prize–winning New York Times columnist Maureen Dowd.
  • C. Alastair O'Reilly
    Alastair O'Reilly is one of the children of Irish businessman and former international rugby player Tony O'Reilly.
  • D. Doug Heffernan
    Doug Heffernan is the lovable, blue-collar delivery driver and central character from the sitcom "The King of Queens," known for his humorous misadventures and everyday married life in Queens, New York.
  • E. Tim Ahern
    Tim Ahern is a central fictional news anchor character in the Australian television drama series "The Newsreader."
  • 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 Heffernan
Triple: [Sky High, starring, Kevin Heffernan]
Generated description
Kevin Heffernan is an American actor, comedian, writer, and director best known as a member of the Broken Lizard comedy troupe and for roles in films like "Super Troopers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kevin Heffernan
Target entity description: Kevin Heffernan is an American actor, comedian, writer, and director best known as a member of the Broken Lizard comedy troupe and for roles in films like "Super Troopers."
  • A. John Heffernan
    John Heffernan is a screenwriter best known for co-writing the cult action-thriller film "Snakes on a Plane."
  • B. Mike Dowd
    Mike Dowd is the father of Pulitzer Prize–winning New York Times columnist Maureen Dowd.
  • C. Alastair O'Reilly
    Alastair O'Reilly is one of the children of Irish businessman and former international rugby player Tony O'Reilly.
  • D. Doug Heffernan
    Doug Heffernan is the lovable, blue-collar delivery driver and central character from the sitcom "The King of Queens," known for his humorous misadventures and everyday married life in Queens, New York.
  • E. Tim Ahern
    Tim Ahern is a central fictional news anchor character in the Australian television drama series "The Newsreader."
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b376bac48190ae09f29a28c55f8c completed April 18, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01232992ec81909dbbd2e28111e8f4 completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a0124ce490c81909d5cfd86b7dabb71 completed May 11, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_6a012569322081908b60694851d50e4b completed May 11, 2026, 12:40 a.m.
Created at: April 10, 2026, 5:24 a.m.