Triple
T3474907
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Machete Kills |
E73347
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Sergei Bespalov
Sergei Bespalov is a film producer known for his work on action and genre movies, including the Robert Rodriguez–directed sequel "Machete Kills."
|
E690434
|
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: Sergei Bespalov | Statement: [Machete Kills, producer, Sergei Bespalov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sergei Bespalov Context triple: [Machete Kills, producer, Sergei Bespalov]
-
A.
Sergey Sokolov
Sergey Sokolov was a Soviet military leader and Marshal of the Soviet Union who served as the USSR’s Minister of Defense during the 1980s.
-
B.
Sergei Belov
Sergei Belov was a legendary Soviet and Russian basketball player widely regarded as one of the greatest European guards in history.
-
C.
Pavel Zhigarev
Pavel Zhigarev was a prominent Soviet military aviator and Marshal of Aviation who served as a leading commander of the Soviet Air Forces during and after World War II.
-
D.
Sergei Smirnov
Sergei Smirnov is a Russian mathematician known for his contributions to probability theory and mathematical physics.
-
E.
Sergei Biryuzov
Sergei Biryuzov was a senior Soviet military commander and Marshal of the Soviet Union who played a key role in Cold War strategic operations.
- 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: Sergei Bespalov Triple: [Machete Kills, producer, Sergei Bespalov]
Generated description
Sergei Bespalov is a film producer known for his work on action and genre movies, including the Robert Rodriguez–directed sequel "Machete Kills."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sergei Bespalov Target entity description: Sergei Bespalov is a film producer known for his work on action and genre movies, including the Robert Rodriguez–directed sequel "Machete Kills."
-
A.
Sergey Sokolov
Sergey Sokolov was a Soviet military leader and Marshal of the Soviet Union who served as the USSR’s Minister of Defense during the 1980s.
-
B.
Sergei Belov
Sergei Belov was a legendary Soviet and Russian basketball player widely regarded as one of the greatest European guards in history.
-
C.
Pavel Zhigarev
Pavel Zhigarev was a prominent Soviet military aviator and Marshal of Aviation who served as a leading commander of the Soviet Air Forces during and after World War II.
-
D.
Sergei Smirnov
Sergei Smirnov is a Russian mathematician known for his contributions to probability theory and mathematical physics.
-
E.
Sergei Biryuzov
Sergei Biryuzov was a senior Soviet military commander and Marshal of the Soviet Union who played a key role in Cold War strategic operations.
- 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_69ad85b2fed48190948c8765e453d270 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb580d4c819080bcc0bccd1e18e2 |
completed | March 8, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9379e5898819083bece0d129fed5c |
completed | March 29, 2026, 2:30 p.m. |
| NEDg | Description generation | batch_69c93896e0788190ab14cc289919bfd6 |
completed | March 29, 2026, 2:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c938e5e8b08190a1a4f4240036bb29 |
completed | March 29, 2026, 2:36 p.m. |
Created at: March 8, 2026, 3:17 p.m.