Triple

T15625050
Position Surface form Disambiguated ID Type / Status
Subject Calendar Girls E375657 entity
Predicate screenwriter P2831 FINISHED
Object Tim Firth
Tim Firth is a British playwright and screenwriter known for works such as the hit film and stage musical "Calendar Girls."
 E1230329 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: Tim Firth | Statement: [Calendar Girls, screenwriter, Tim Firth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tim Firth
Context triple: [Calendar Girls, screenwriter, Tim Firth]
  • A. Will Firth
    Will Firth is the son of English actor Colin Firth and is known primarily for his connection to his father's prominent film career.
  • B. Jason Kingsley
    Jason Kingsley is a British entrepreneur and game developer best known as the co-founder and CEO of the video game studio Rebellion Developments.
  • C. Matt Robson-Scott
    Matt Robson-Scott is a British electronic music producer and DJ best known as one half of the house duo Gorgon City.
  • D. Thomas Turgoose
    Thomas Turgoose is an English actor best known for his breakthrough role in the film "This Is England" and subsequent work in British independent cinema.
  • E. Colin Friels
    Colin Friels is a Scottish-born Australian actor known for his work in film, television, and theatre, including prominent roles in Australian cinema of the 1980s and 1990s.
  • 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: Tim Firth
Triple: [Calendar Girls, screenwriter, Tim Firth]
Generated description
Tim Firth is a British playwright and screenwriter known for works such as the hit film and stage musical "Calendar Girls."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tim Firth
Target entity description: Tim Firth is a British playwright and screenwriter known for works such as the hit film and stage musical "Calendar Girls."
  • A. Will Firth
    Will Firth is the son of English actor Colin Firth and is known primarily for his connection to his father's prominent film career.
  • B. Jason Kingsley
    Jason Kingsley is a British entrepreneur and game developer best known as the co-founder and CEO of the video game studio Rebellion Developments.
  • C. Matt Robson-Scott
    Matt Robson-Scott is a British electronic music producer and DJ best known as one half of the house duo Gorgon City.
  • D. Thomas Turgoose
    Thomas Turgoose is an English actor best known for his breakthrough role in the film "This Is England" and subsequent work in British independent cinema.
  • E. Colin Friels
    Colin Friels is a Scottish-born Australian actor known for his work in film, television, and theatre, including prominent roles in Australian cinema of the 1980s and 1990s.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e9e5e248190ae54cda1fde51efb completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a009d232074819083f58de3ee5fbf7d completed May 10, 2026, 2:58 p.m.
NEDg Description generation batch_6a009e1aa6548190b77def9f74d3272a completed May 10, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_6a009eb209cc819081c5fb2c89583602 completed May 10, 2026, 3:05 p.m.
Created at: April 10, 2026, 4:14 a.m.