Triple

T11036384
Position Surface form Disambiguated ID Type / Status
Subject Tinker Tailor Soldier Spy (1979 TV series) E260896 entity
Predicate screenwriter P2831 FINISHED
Object Arthur Hopcraft
Arthur Hopcraft was a British journalist and acclaimed television dramatist best known for adapting major literary works, including John le Carré’s Tinker Tailor Soldier Spy, for the screen.
E913772 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: Arthur Hopcraft | Statement: [Tinker Tailor Soldier Spy (1979 TV series), screenwriter, Arthur Hopcraft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur Hopcraft
Context triple: [Tinker Tailor Soldier Spy (1979 TV series), screenwriter, Arthur Hopcraft]
  • A. Edward Hopkinson
    Edward Hopkinson was a British electrical engineer and Conservative politician known for his contributions to electrical power systems and public service in the late 19th and early 20th centuries.
  • B. George Denham
    George Denham is a central character in the 1959 romantic comedy film "It Happened to Jane," serving as Jane Osgood’s supportive friend and love interest as she battles a powerful railroad company.
  • C. John Hopkinson
    John Hopkinson was a British physicist and electrical engineer known for his pioneering work in electromagnetic theory and the development of alternating current power systems.
  • D. Henry Braham
    Henry Braham is a British cinematographer known for his work on major films such as The Suicide Squad, Guardians of the Galaxy Vol. 2, and Nanny McPhee.
  • E. Edward Troup
    Edward Troup is a British tax lawyer and civil servant best known for serving as Executive Chair of HM Revenue and Customs (HMRC).
  • 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: Arthur Hopcraft
Triple: [Tinker Tailor Soldier Spy (1979 TV series), screenwriter, Arthur Hopcraft]
Generated description
Arthur Hopcraft was a British journalist and acclaimed television dramatist best known for adapting major literary works, including John le Carré’s Tinker Tailor Soldier Spy, for the screen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur Hopcraft
Target entity description: Arthur Hopcraft was a British journalist and acclaimed television dramatist best known for adapting major literary works, including John le Carré’s Tinker Tailor Soldier Spy, for the screen.
  • A. Edward Hopkinson
    Edward Hopkinson was a British electrical engineer and Conservative politician known for his contributions to electrical power systems and public service in the late 19th and early 20th centuries.
  • B. George Denham
    George Denham is a central character in the 1959 romantic comedy film "It Happened to Jane," serving as Jane Osgood’s supportive friend and love interest as she battles a powerful railroad company.
  • C. John Hopkinson
    John Hopkinson was a British physicist and electrical engineer known for his pioneering work in electromagnetic theory and the development of alternating current power systems.
  • D. Henry Braham
    Henry Braham is a British cinematographer known for his work on major films such as The Suicide Squad, Guardians of the Galaxy Vol. 2, and Nanny McPhee.
  • E. Edward Troup
    Edward Troup is a British tax lawyer and civil servant best known for serving as Executive Chair of HM Revenue and Customs (HMRC).
  • 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_69d6aa979bdc8190bf0e79104cc098c1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797e9e3fc8190802195ac9fcb8e28 completed April 9, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4cbe9da2081908641b229bc2e648d completed April 19, 2026, 12:34 p.m.
NEDg Description generation batch_69e4d9e87508819080932fac06fb754d completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4dda28b0081909245b65faae3533b completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:25 p.m.