Triple

T12340171
Position Surface form Disambiguated ID Type / Status
Subject The Girl (2012 television film) E294201 entity
Predicate writer P1360 FINISHED
Object Gwyneth Hughes
Gwyneth Hughes is a British screenwriter and television producer known for her work on acclaimed dramas such as "The Girl," "Five Days," and various literary adaptations.
E977917 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: Gwyneth Hughes | Statement: [The Girl (2012 television film), writer, Gwyneth Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gwyneth Hughes
Context triple: [The Girl (2012 television film), writer, Gwyneth Hughes]
  • A. Gwyneth Williams
    Gwyneth Williams is a British media executive best known for her role as Controller of BBC Radio 4 and BBC Radio 4 Extra.
  • B. Gwyneth Bevan
    Gwyneth Bevan is a notable individual associated with the surname Bevan, recognized as a distinguished bearer of that name.
  • C. Gweneth Howarth
    Gweneth Howarth was the second wife of physicist Richard Feynman, with whom she shared much of his later personal life.
  • D. Gwen Harding
    Gwen Harding is a relatively obscure individual whose primary distinguishing feature is sharing the surname Harding, with limited widely known public information available about her.
  • E. Gwyneth
    Gwyneth is a feminine given name most notably borne by American actress and entrepreneur Gwyneth Paltrow.
  • 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: Gwyneth Hughes
Triple: [The Girl (2012 television film), writer, Gwyneth Hughes]
Generated description
Gwyneth Hughes is a British screenwriter and television producer known for her work on acclaimed dramas such as "The Girl," "Five Days," and various literary adaptations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gwyneth Hughes
Target entity description: Gwyneth Hughes is a British screenwriter and television producer known for her work on acclaimed dramas such as "The Girl," "Five Days," and various literary adaptations.
  • A. Gwyneth Williams
    Gwyneth Williams is a British media executive best known for her role as Controller of BBC Radio 4 and BBC Radio 4 Extra.
  • B. Gwyneth Bevan
    Gwyneth Bevan is a notable individual associated with the surname Bevan, recognized as a distinguished bearer of that name.
  • C. Gweneth Howarth
    Gweneth Howarth was the second wife of physicist Richard Feynman, with whom she shared much of his later personal life.
  • D. Gwen Harding
    Gwen Harding is a relatively obscure individual whose primary distinguishing feature is sharing the surname Harding, with limited widely known public information available about her.
  • E. Gwyneth
    Gwyneth is a feminine given name most notably borne by American actress and entrepreneur Gwyneth Paltrow.
  • 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_69d6ab6ccbec8190b09e2d357aa80064 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f7758dc8190bbc6a9ad00b01dce completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aa7e33c819084e5673a5fb8cac7 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c55aacc8190a0544306825bdfab completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d4d0b8881908aa6b67db7d14609 completed May 2, 2026, 4:58 p.m.
Created at: April 8, 2026, 9:53 p.m.