Triple

T21116894
Position Surface form Disambiguated ID Type / Status
Subject Thunderpants E520322 entity
Predicate writer P1360 FINISHED
Object Phil Hughes
Phil Hughes is a screenwriter best known for co-writing the British family comedy film "Thunderpants."
E1468087 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: Phil Hughes | Statement: [Thunderpants, writer, Phil Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phil Hughes
Context triple: [Thunderpants, writer, Phil Hughes]
  • A. Stan Coveleski
    Stan Coveleski was a Hall of Fame Major League Baseball pitcher best known for his dominant spitball performances with the Cleveland Indians in the early 20th century.
  • B. Tim Marcum
    Tim Marcum was a highly successful American football coach best known for becoming the winningest head coach in Arena Football League history and leading multiple teams to ArenaBowl championships.
  • C. Heath Bell
    Heath Bell is a former Major League Baseball relief pitcher best known as an All-Star closer for the San Diego Padres in the late 2000s and early 2010s.
  • D. Michael Lannan
    Michael Lannan is an American television writer and producer best known for creating the HBO series "Looking," which explores the lives of gay men in San Francisco.
  • E. Cole Hamels
    Cole Hamels is an American left-handed pitcher best known for starring with the Philadelphia Phillies, including winning the 2008 World Series MVP.
  • 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: Phil Hughes
Triple: [Thunderpants, writer, Phil Hughes]
Generated description
Phil Hughes is a screenwriter best known for co-writing the British family comedy film "Thunderpants."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phil Hughes
Target entity description: Phil Hughes is a screenwriter best known for co-writing the British family comedy film "Thunderpants."
  • A. Stan Coveleski
    Stan Coveleski was a Hall of Fame Major League Baseball pitcher best known for his dominant spitball performances with the Cleveland Indians in the early 20th century.
  • B. Tim Marcum
    Tim Marcum was a highly successful American football coach best known for becoming the winningest head coach in Arena Football League history and leading multiple teams to ArenaBowl championships.
  • C. Heath Bell
    Heath Bell is a former Major League Baseball relief pitcher best known as an All-Star closer for the San Diego Padres in the late 2000s and early 2010s.
  • D. Michael Lannan
    Michael Lannan is an American television writer and producer best known for creating the HBO series "Looking," which explores the lives of gay men in San Francisco.
  • E. Cole Hamels
    Cole Hamels is an American left-handed pitcher best known for starring with the Philadelphia Phillies, including winning the 2008 World Series MVP.
  • 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_69e0b50a623881909c0bbaf4f2c055e7 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e72106a3b48190a0efa51a74ae21f0 completed April 21, 2026, 7:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0965e5b04c8190addaa49cb9f6ad06 completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a0969cd36b081909e24ab92c0b2ab0a completed May 17, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_6a096b373290819082f45e68772a81e4 completed May 17, 2026, 7:16 a.m.
Created at: April 16, 2026, 2:55 p.m.