Triple

T11697672
Position Surface form Disambiguated ID Type / Status
Subject Beavis and Butt-Head Do the Universe E278038 entity
Predicate writer P1360 FINISHED
Object Ian Maxtone-Graham
Ian Maxtone-Graham is an American television writer and producer best known for his long-running work on "The Simpsons" and other animated comedy projects.
E973772 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: Ian Maxtone-Graham | Statement: [Beavis and Butt-Head Do the Universe, writer, Ian Maxtone-Graham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ian Maxtone-Graham
Context triple: [Beavis and Butt-Head Do the Universe, writer, Ian Maxtone-Graham]
  • A. Gavin Thorpe
    Gavin Thorpe is a British author and game designer best known for his novels and work on the Warhammer and Warhammer 40,000 universes for Games Workshop and Black Library.
  • B. Dominic Mafham
    Dominic Mafham is a British actor known for his work in television, film, and theatre, including roles in series such as "The Fragile Heart" and "Land Girls."
  • C. Graham Crowley
    Graham Crowley is a British painter known for his figurative and landscape works and for his influential role in contemporary British art since the late 20th century.
  • D. Michael Wynn-Jones
    Michael Wynn-Jones is a British publisher and businessman best known for his long-standing co-ownership and leadership role at Norwich City Football Club alongside his wife, Delia Smith.
  • E. Andrew Rennison
    Andrew Rennison is a British public official known for serving as the inaugural Surveillance Camera Commissioner, overseeing the regulation and ethical use of CCTV and related surveillance technologies in the UK.
  • 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: Ian Maxtone-Graham
Triple: [Beavis and Butt-Head Do the Universe, writer, Ian Maxtone-Graham]
Generated description
Ian Maxtone-Graham is an American television writer and producer best known for his long-running work on "The Simpsons" and other animated comedy projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ian Maxtone-Graham
Target entity description: Ian Maxtone-Graham is an American television writer and producer best known for his long-running work on "The Simpsons" and other animated comedy projects.
  • A. Gavin Thorpe
    Gavin Thorpe is a British author and game designer best known for his novels and work on the Warhammer and Warhammer 40,000 universes for Games Workshop and Black Library.
  • B. Dominic Mafham
    Dominic Mafham is a British actor known for his work in television, film, and theatre, including roles in series such as "The Fragile Heart" and "Land Girls."
  • C. Graham Crowley
    Graham Crowley is a British painter known for his figurative and landscape works and for his influential role in contemporary British art since the late 20th century.
  • D. Michael Wynn-Jones
    Michael Wynn-Jones is a British publisher and businessman best known for his long-standing co-ownership and leadership role at Norwich City Football Club alongside his wife, Delia Smith.
  • E. Andrew Rennison
    Andrew Rennison is a British public official known for serving as the inaugural Surveillance Camera Commissioner, overseeing the regulation and ethical use of CCTV and related surveillance technologies in the UK.
  • 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_69d6aafe02d881909900d54ad7d4af84 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a47df68c81908a91919a69b4880d completed April 10, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69f61e33557c8190a724bb45c59abc63 completed May 2, 2026, 3:54 p.m.
NEDg Description generation batch_69f61f5b107c819082094791fcf7c5f4 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62006afcc8190b8e3b55a5fd8eaca completed May 2, 2026, 4:02 p.m.
Created at: April 8, 2026, 9:40 p.m.