Triple

T9035207
Position Surface form Disambiguated ID Type / Status
Subject Kevin James E216473 entity
Predicate portrayedCharacter P1668 FINISHED
Object 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.
E798733 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: Doug Heffernan | Statement: [Kevin James, portrayedCharacter, Doug Heffernan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doug Heffernan
Context triple: [Kevin James, portrayedCharacter, Doug Heffernan]
  • A. John Heffernan
    John Heffernan is a screenwriter best known for co-writing the cult action-thriller film "Snakes on a Plane."
  • B. Kevin O'Connell
    Kevin O'Connell is an American football coach and former NFL quarterback who serves as the head coach of the Minnesota Vikings.
  • C. Dan Healy
    Dan Healy is an American audio engineer and producer best known for his long association with the Grateful Dead, helping shape their distinctive live and studio sound.
  • D. Brian Kavanagh
    Brian Kavanagh is a film editor best known for his work on notable Australian and international films, including the drama "The Devil's Playground."
  • E. Mike O’Shea
    Mike O’Shea is a Canadian football coach and former linebacker best known for leading the Winnipeg Blue Bombers to multiple Grey Cup championships in the CFL.
  • 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: Doug Heffernan
Triple: [Kevin James, portrayedCharacter, Doug Heffernan]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doug Heffernan
Target entity description: 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.
  • A. John Heffernan
    John Heffernan is a screenwriter best known for co-writing the cult action-thriller film "Snakes on a Plane."
  • B. Kevin O'Connell
    Kevin O'Connell is an American football coach and former NFL quarterback who serves as the head coach of the Minnesota Vikings.
  • C. Dan Healy
    Dan Healy is an American audio engineer and producer best known for his long association with the Grateful Dead, helping shape their distinctive live and studio sound.
  • D. Brian Kavanagh
    Brian Kavanagh is a film editor best known for his work on notable Australian and international films, including the drama "The Devil's Playground."
  • E. Mike O’Shea
    Mike O’Shea is a Canadian football coach and former linebacker best known for leading the Winnipeg Blue Bombers to multiple Grey Cup championships in the CFL.
  • 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_69ca83d10b608190b2b2f8e0a7faaf14 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc6abf4af481908d21245332329d99 completed April 1, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d110090f208190bf0338a37bb28e8b completed April 4, 2026, 1:20 p.m.
NEDg Description generation batch_69d110bb55488190955c18087aceecb8 completed April 4, 2026, 1:23 p.m.
NED2 Entity disambiguation (via description) batch_69d11113db48819083a7da54f72326a6 completed April 4, 2026, 1:24 p.m.
Created at: March 30, 2026, 7:08 p.m.