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.