Triple
T12476666
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan |
E298191
|
entity |
| Predicate | setting |
P1957
|
FINISHED |
| Object | Kazakhstan (fictionalized) |
E9209
|
NE FINISHED |
How this triple was built (2 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: Kazakhstan (fictionalized) | Statement: [Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan, setting, Kazakhstan (fictionalized)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kazakhstan (fictionalized) Context triple: [Borat: Cultural Learnings of America for Make Benefit Glorious Nation of Kazakhstan, setting, Kazakhstan (fictionalized)]
-
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.
Kazakhstan
chosen
Kazakhstan is a vast, landlocked country in Central Asia and Eastern Europe known for its rich natural resources, diverse ethnic makeup, and former status as a Soviet republic with its capital in Astana.
-
C.
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.
-
D.
Touqan
Touqan is a family name of notable Palestinian origin, associated with prominent poets, politicians, and intellectuals in the Arab world.
-
E.
Saraikistan
Saraikistan is a proposed cultural and administrative region in Pakistan envisioned as a separate province representing the Saraiki-speaking population of southern Punjab and surrounding areas.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: April 8, 2026, 9:56 p.m.