Triple
T1787683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skyfall |
E39426
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Neal Purvis
Neal Purvis is a British screenwriter best known for co-writing multiple James Bond films, including Skyfall.
|
E199104
|
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: Neal Purvis | Statement: [Skyfall, screenwriter, Neal Purvis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neal Purvis Context triple: [Skyfall, screenwriter, Neal Purvis]
-
A.
Simon Beaufoy
Simon Beaufoy is an Academy Award–winning British screenwriter known for films such as "Slumdog Millionaire," "The Full Monty," and "127 Hours."
-
B.
Terrance Dicks
Terrance Dicks was a British television writer and script editor best known for his extensive work on Doctor Who and his influential contributions to the series’ mythology.
-
C.
David S. Goyer
David S. Goyer is an American screenwriter, director, and producer best known for his work on major superhero films such as Christopher Nolan’s Batman trilogy and the Blade series.
-
D.
Jonathan Gordon
Jonathan Gordon is a film producer best known for his work on acclaimed movies such as "Silver Linings Playbook."
-
E.
Gareth Hunt
Gareth Hunt was a British actor best known for his roles in the television series "The New Avengers" and the sitcom "Side by Side."
- 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: Neal Purvis Triple: [Skyfall, screenwriter, Neal Purvis]
Generated description
Neal Purvis is a British screenwriter best known for co-writing multiple James Bond films, including Skyfall.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neal Purvis Target entity description: Neal Purvis is a British screenwriter best known for co-writing multiple James Bond films, including Skyfall.
-
A.
Simon Beaufoy
Simon Beaufoy is an Academy Award–winning British screenwriter known for films such as "Slumdog Millionaire," "The Full Monty," and "127 Hours."
-
B.
Terrance Dicks
Terrance Dicks was a British television writer and script editor best known for his extensive work on Doctor Who and his influential contributions to the series’ mythology.
-
C.
David S. Goyer
David S. Goyer is an American screenwriter, director, and producer best known for his work on major superhero films such as Christopher Nolan’s Batman trilogy and the Blade series.
-
D.
Jonathan Gordon
Jonathan Gordon is a film producer best known for his work on acclaimed movies such as "Silver Linings Playbook."
-
E.
Gareth Hunt
Gareth Hunt was a British actor best known for his roles in the television series "The New Avengers" and the sitcom "Side by Side."
- 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_69a88631854081909723959921e45c2b |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa650fd3448190a6a2c979db982cae |
completed | March 6, 2026, 5:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada9a8a69c8190885bf06a06d3869f |
completed | March 8, 2026, 4:54 p.m. |
| NEDg | Description generation | batch_69adaab488ec81909a340aab4916b90f |
completed | March 8, 2026, 4:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adaf3cd23081909dd27c5de8e3f6d2 |
completed | March 8, 2026, 5:17 p.m. |
Created at: March 4, 2026, 7:32 p.m.