Triple
T14287205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twice Upon a Time |
E354204
|
entity |
| Predicate | cinematographer |
P1953
|
FINISHED |
| Object |
Stuart Biddlecombe
Stuart Biddlecombe is a British cinematographer known for his work on television dramas, including the Doctor Who special "Twice Upon a Time."
|
E1090785
|
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: Stuart Biddlecombe | Statement: [Twice Upon a Time, cinematographer, Stuart Biddlecombe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Biddlecombe Context triple: [Twice Upon a Time, cinematographer, Stuart Biddlecombe]
-
A.
Stuart Bayldon
Stuart Bayldon is the central protagonist of the television series "Sirens," around whom the show's primary narrative and character developments revolve.
-
B.
Stuart Davies
Stuart Davies was a British aeronautical engineer best known for leading the design of the Avro Vulcan strategic bomber.
-
C.
Stuart Matthewman
Stuart Matthewman is an English musician, songwriter, and producer best known as the longtime guitarist and saxophonist for the band Sade.
-
D.
Stuart Palmer
Stuart Palmer was an American mystery writer and screenwriter best known for his Hildegarde Withers detective novels and his work in Hollywood during the mid-20th century.
-
E.
Geoffrey Bayldon
Geoffrey Bayldon was an English character actor best known for his eccentric roles in British film and television, particularly as the title character in the children's series "Catweazle."
- 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: Stuart Biddlecombe Triple: [Twice Upon a Time, cinematographer, Stuart Biddlecombe]
Generated description
Stuart Biddlecombe is a British cinematographer known for his work on television dramas, including the Doctor Who special "Twice Upon a Time."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart Biddlecombe Target entity description: Stuart Biddlecombe is a British cinematographer known for his work on television dramas, including the Doctor Who special "Twice Upon a Time."
-
A.
Stuart Bayldon
Stuart Bayldon is the central protagonist of the television series "Sirens," around whom the show's primary narrative and character developments revolve.
-
B.
Stuart Davies
Stuart Davies was a British aeronautical engineer best known for leading the design of the Avro Vulcan strategic bomber.
-
C.
Stuart Matthewman
Stuart Matthewman is an English musician, songwriter, and producer best known as the longtime guitarist and saxophonist for the band Sade.
-
D.
Stuart Palmer
Stuart Palmer was an American mystery writer and screenwriter best known for his Hildegarde Withers detective novels and his work in Hollywood during the mid-20th century.
-
E.
Geoffrey Bayldon
Geoffrey Bayldon was an English character actor best known for his eccentric roles in British film and television, particularly as the title character in the children's series "Catweazle."
- 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de698023288190b1d705235c2b2ca3 |
completed | April 14, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d1c4d988190b595e6a33ef96c28 |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd3da6f0648190876dd86dd51e72cc |
completed | May 8, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd3e30868481908b55b368ab45c7fb |
completed | May 8, 2026, 1:36 a.m. |
Created at: April 10, 2026, 1:11 a.m.