Triple

T98352
Position Surface form Disambiguated ID Type / Status
Subject The King’s Speech E1983 entity
Predicate cinematographer P1953 FINISHED
Object Danny Cohen
Danny Cohen is a British cinematographer known for his acclaimed work on films such as The King’s Speech and collaborations with director Tom Hooper.
E33367 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: Danny Cohen | Statement: [The King’s Speech, cinematographer, Danny Cohen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danny Cohen
Context triple: [The King’s Speech, cinematographer, Danny Cohen]
  • A. Robert Newman
    Robert Newman was an American engineer and entrepreneur best known as a co-founder of the influential technology and research firm Bolt Beranek and Newman (BBN).
  • B. Charles Goldfarb
    Charles Goldfarb is a computer scientist best known as the principal inventor of SGML, the Standard Generalized Markup Language that laid the foundation for HTML and XML.
  • C. David Nyuol Vincent
    David Nyuol Vincent is a South Sudanese-born human rights advocate, former child refugee, and peace activist recognized for his work promoting peace, reconciliation, and refugee rights in Australia and beyond.
  • D. Philip Handler
    Philip Handler was an influential American biochemist and longtime president of the U.S. National Academy of Sciences, recognized for his leadership in science policy and public service.
  • E. Norman Cook
    Norman Cook, better known by his stage name Fatboy Slim, is an English DJ, musician, and record producer renowned for pioneering big beat electronic music in the 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: Danny Cohen
Triple: [The King’s Speech, cinematographer, Danny Cohen]
Generated description
Danny Cohen is a British cinematographer known for his acclaimed work on films such as The King’s Speech and collaborations with director Tom Hooper.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danny Cohen
Target entity description: Danny Cohen is a British cinematographer known for his acclaimed work on films such as The King’s Speech and collaborations with director Tom Hooper.
  • A. Robert Newman
    Robert Newman was an American engineer and entrepreneur best known as a co-founder of the influential technology and research firm Bolt Beranek and Newman (BBN).
  • B. Charles Goldfarb
    Charles Goldfarb is a computer scientist best known as the principal inventor of SGML, the Standard Generalized Markup Language that laid the foundation for HTML and XML.
  • C. David Nyuol Vincent
    David Nyuol Vincent is a South Sudanese-born human rights advocate, former child refugee, and peace activist recognized for his work promoting peace, reconciliation, and refugee rights in Australia and beyond.
  • D. Philip Handler
    Philip Handler was an influential American biochemist and longtime president of the U.S. National Academy of Sciences, recognized for his leadership in science policy and public service.
  • E. Norman Cook
    Norman Cook, better known by his stage name Fatboy Slim, is an English DJ, musician, and record producer renowned for pioneering big beat electronic music in the 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_69a24d4862f881908cc8b89d3a78031d completed Feb. 28, 2026, 2:04 a.m.
NER Named-entity recognition batch_69a256a7957c8190bf9924eff7572b95 completed Feb. 28, 2026, 2:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3794f5ea4819093c481d8155f6f50 completed Feb. 28, 2026, 11:25 p.m.
NEDg Description generation batch_69a379bb6adc8190a07176567d8772cd completed Feb. 28, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69a37a227b0c8190afc5c44192ef5a86 completed Feb. 28, 2026, 11:28 p.m.
Created at: Feb. 28, 2026, 2:09 a.m.