Triple
T9100040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karakalpak |
E218127
|
entity |
| Predicate | spokenByEthnicGroup |
P17311
|
FINISHED |
| Object | Karakalpak people |
E778152
|
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: Karakalpak people | Statement: [Karakalpak, spokenByEthnicGroup, Karakalpak people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karakalpak people Context triple: [Karakalpak, spokenByEthnicGroup, Karakalpak people]
-
A.
Karakalpak people
chosen
The Karakalpak people are a Turkic ethnic group primarily living in northwestern Uzbekistan, especially in the autonomous Republic of Karakalpakstan, with a distinct language and culture influenced by both Turkic and Central Asian traditions.
-
B.
Kyrgyz people
The Kyrgyz people are a Turkic ethnic group native to Central Asia, primarily inhabiting Kyrgyzstan, with a rich nomadic heritage and traditions centered around horsemanship, yurt-dwelling, and epic oral literature.
-
C.
Uzbeks
Uzbeks are a Turkic ethnic group of Central Asia, primarily associated with Uzbekistan but also forming significant communities in neighboring countries such as Afghanistan.
-
D.
Kazakhs
Kazakhs are a Turkic ethnic group native to the Central Asian steppe, known for their nomadic heritage, distinct language, and cultural traditions centered in modern-day Kazakhstan.
-
E.
Kumyk people
The Kumyk people are a Turkic ethnic group native to the North Caucasus region of Russia, historically known as agriculturalists, traders, and early urban dwellers with a rich cultural and linguistic heritage.
- 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_69ca83d9844081908e561e367fda6d45 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc9711babc8190a336812dd08d9c73 |
completed | April 1, 2026, 3:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d030201a048190a3a1166d23c5ae67 |
completed | April 3, 2026, 9:24 p.m. |
Created at: March 30, 2026, 7:15 p.m.