Triple
T12476515
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borat Sagdiyev |
E298188
|
entity |
| Predicate | fictionalResidence |
P7550
|
FINISHED |
| Object |
Kuzcek, Kazakhstan
Kuzcek, Kazakhstan is a fictional Kazakh village portrayed as the impoverished and eccentric hometown of the character Borat Sagdiyev in the "Borat" comedy films.
|
E985336
|
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: Kuzcek, Kazakhstan | Statement: [Borat Sagdiyev, fictionalResidence, Kuzcek, Kazakhstan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kuzcek, Kazakhstan Context triple: [Borat Sagdiyev, fictionalResidence, Kuzcek, Kazakhstan]
-
A.
Tekeli, Kazakhstan
Tekeli is a small town in southeastern Kazakhstan known as one of the locations hosting a campus of the University of Central Asia.
-
B.
Aral, Kazakhstan
Aral, Kazakhstan is a small town in southwestern Kazakhstan historically known as a fishing port on the Aral Sea and as a symbol of the environmental disaster caused by the sea’s dramatic shrinkage.
-
C.
Kairat
Kairat is a professional football club based in Almaty, Kazakhstan, known for competing in the country’s top football division.
-
D.
Semipalatinsk
Semipalatinsk, now known as Semey, is a city in northeastern Kazakhstan historically significant as a cultural center and as the site near the Soviet Union’s primary nuclear testing grounds.
-
E.
Kokshetau
Kokshetau is a city in northern Kazakhstan that serves as the administrative and economic center of the surrounding Akmola Region.
- 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: Kuzcek, Kazakhstan Triple: [Borat Sagdiyev, fictionalResidence, Kuzcek, Kazakhstan]
Generated description
Kuzcek, Kazakhstan is a fictional Kazakh village portrayed as the impoverished and eccentric hometown of the character Borat Sagdiyev in the "Borat" comedy films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kuzcek, Kazakhstan Target entity description: Kuzcek, Kazakhstan is a fictional Kazakh village portrayed as the impoverished and eccentric hometown of the character Borat Sagdiyev in the "Borat" comedy films.
-
A.
Tekeli, Kazakhstan
Tekeli is a small town in southeastern Kazakhstan known as one of the locations hosting a campus of the University of Central Asia.
-
B.
Aral, Kazakhstan
Aral, Kazakhstan is a small town in southwestern Kazakhstan historically known as a fishing port on the Aral Sea and as a symbol of the environmental disaster caused by the sea’s dramatic shrinkage.
-
C.
Kairat
Kairat is a professional football club based in Almaty, Kazakhstan, known for competing in the country’s top football division.
-
D.
Semipalatinsk
Semipalatinsk, now known as Semey, is a city in northeastern Kazakhstan historically significant as a cultural center and as the site near the Soviet Union’s primary nuclear testing grounds.
-
E.
Kokshetau
Kokshetau is a city in northern Kazakhstan that serves as the administrative and economic center of the surrounding Akmola Region.
- 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_69d6ada377208190a36011199a4d8558 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94dcc24e48190ae9c367a03f659f4 |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f25462881908dccb831b474875d |
completed | May 2, 2026, 6:15 p.m. |
| NEDg | Description generation | batch_69f64278823c81908db729497000a2e4 |
completed | May 2, 2026, 6:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f643089abc8190b366e777ef48982a |
completed | May 2, 2026, 6:31 p.m. |
Created at: April 8, 2026, 9:56 p.m.