Triple

T15289498
Position Surface form Disambiguated ID Type / Status
Subject F Is for Family E365489 entity
Predicate mainCharacter P1183 FINISHED
Object Bill Murphy
Bill Murphy is the hot-tempered, foul-mouthed patriarch of the dysfunctional Murphy family in the animated comedy series "F Is for Family."
E1147860 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: Bill Murphy | Statement: [F Is for Family, mainCharacter, Bill Murphy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Murphy
Context triple: [F Is for Family, mainCharacter, Bill Murphy]
  • A. Bill Murphy
    Bill Murphy is a film editor known for his work on the Australian drama film "Romper Stomper."
  • B. Mike Marvin
    Mike Marvin is an American screenwriter and filmmaker best known for writing the 1982 comedy film "Six Pack" and directing the 1986 cult action film "The Wraith."
  • C. Mitch Martin
    Mitch Martin is the hapless, newly single protagonist of the comedy film "Old School," whose midlife crisis leads him to start a wild fraternity with his friends.
  • D. Phil O'Donnell
    Phil O'Donnell was a Scottish professional footballer and club captain best known for his influential midfield career at Motherwell and Celtic before his tragic on-field death in 2007.
  • E. Robert Klein
    Robert Klein is an American stand-up comedian and actor known for his influential role in modern observational comedy and numerous appearances on television and Broadway.
  • 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: Bill Murphy
Triple: [F Is for Family, mainCharacter, Bill Murphy]
Generated description
Bill Murphy is the hot-tempered, foul-mouthed patriarch of the dysfunctional Murphy family in the animated comedy series "F Is for Family."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Murphy
Target entity description: Bill Murphy is the hot-tempered, foul-mouthed patriarch of the dysfunctional Murphy family in the animated comedy series "F Is for Family."
  • A. Bill Murphy
    Bill Murphy is a film editor known for his work on the Australian drama film "Romper Stomper."
  • B. Mike Marvin
    Mike Marvin is an American screenwriter and filmmaker best known for writing the 1982 comedy film "Six Pack" and directing the 1986 cult action film "The Wraith."
  • C. Mitch Martin
    Mitch Martin is the hapless, newly single protagonist of the comedy film "Old School," whose midlife crisis leads him to start a wild fraternity with his friends.
  • D. Phil O'Donnell
    Phil O'Donnell was a Scottish professional footballer and club captain best known for his influential midfield career at Motherwell and Celtic before his tragic on-field death in 2007.
  • E. Robert Klein
    Robert Klein is an American stand-up comedian and actor known for his influential role in modern observational comedy and numerous appearances on television and Broadway.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00e5635b4819092a69b5806d15bff completed April 15, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef7d4da4819080f101c3a525ea11 completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef050d1588190942e1d3f3083607a completed May 9, 2026, 8:29 a.m.
NED2 Entity disambiguation (via description) batch_69fef19d55588190b816d4c37f3a7010 completed May 9, 2026, 8:34 a.m.
Created at: April 10, 2026, 3:15 a.m.