Triple
T3757960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Darkest Hour |
E82092
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Timur Bekmambetov
Timur Bekmambetov is a Kazakh-Russian filmmaker best known internationally for directing the action film "Wanted" and producing genre movies that often feature innovative visual effects.
|
E385707
|
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: Timur Bekmambetov | Statement: [The Darkest Hour, producer, Timur Bekmambetov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Timur Bekmambetov Context triple: [The Darkest Hour, producer, Timur Bekmambetov]
-
A.
David Leitch
David Leitch is an American filmmaker, stunt coordinator, and former stuntman best known for directing high-octane action films such as John Wick, Atomic Blonde, Deadpool 2, and Fast & Furious Presents: Hobbs & Shaw.
-
B.
Sergei Mrachkovsky
Sergei Mrachkovsky was a Soviet Old Bolshevik and military commander who became a prominent victim of Stalin’s Great Purge, executed after being tried in the first Moscow Show Trial.
-
C.
Sergei Bondarchuk
Sergei Bondarchuk was a Soviet and Russian film director, screenwriter, and actor best known for his epic adaptation of Leo Tolstoy’s "War and Peace," which won the Academy Award for Best Foreign Language Film.
-
D.
Gareth Evans
Gareth Evans was a British philosopher renowned for his influential work in the philosophy of language and mind, particularly on reference, identity, and the nature of thought.
-
E.
Luc Besson
Luc Besson is a French film director, screenwriter, and producer known for visually stylish, action-driven movies such as "Léon: The Professional," "The Fifth Element," and "Lucy."
- 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: Timur Bekmambetov Triple: [The Darkest Hour, producer, Timur Bekmambetov]
Generated description
Timur Bekmambetov is a Kazakh-Russian filmmaker best known internationally for directing the action film "Wanted" and producing genre movies that often feature innovative visual effects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Timur Bekmambetov Target entity description: Timur Bekmambetov is a Kazakh-Russian filmmaker best known internationally for directing the action film "Wanted" and producing genre movies that often feature innovative visual effects.
-
A.
David Leitch
David Leitch is an American filmmaker, stunt coordinator, and former stuntman best known for directing high-octane action films such as John Wick, Atomic Blonde, Deadpool 2, and Fast & Furious Presents: Hobbs & Shaw.
-
B.
Sergei Mrachkovsky
Sergei Mrachkovsky was a Soviet Old Bolshevik and military commander who became a prominent victim of Stalin’s Great Purge, executed after being tried in the first Moscow Show Trial.
-
C.
Sergei Bondarchuk
Sergei Bondarchuk was a Soviet and Russian film director, screenwriter, and actor best known for his epic adaptation of Leo Tolstoy’s "War and Peace," which won the Academy Award for Best Foreign Language Film.
-
D.
Gareth Evans
Gareth Evans was a British philosopher renowned for his influential work in the philosophy of language and mind, particularly on reference, identity, and the nature of thought.
-
E.
Luc Besson
Luc Besson is a French film director, screenwriter, and producer known for visually stylish, action-driven movies such as "Léon: The Professional," "The Fifth Element," and "Lucy."
- 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_69ad8b1db40081908b61ffa6b78afd4d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcbc04d348190b0e4a90d18bdd160 |
completed | March 8, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e50f77fc8190b7774a7359118c9c |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e5fe22f0819088effd8a0eae72e6 |
completed | March 14, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e671e02c819094cae2a3a2abb1b4 |
completed | March 14, 2026, 4:39 a.m. |
Created at: March 8, 2026, 3:35 p.m.