Triple
T7513632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nogai language |
E177586
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object | Kipchak–Nogai branch |
E597731
|
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: Kipchak–Nogai branch | Statement: [Nogai language, subfamily, Kipchak–Nogai branch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kipchak–Nogai branch Context triple: [Nogai language, subfamily, Kipchak–Nogai branch]
-
A.
Kipchak-Cuman
chosen
Kipchak-Cuman is a branch of the Turkic language family historically associated with the Kipchak and Cuman nomadic peoples of the Eurasian steppes.
-
B.
Kipchak–Bulgar group
The Kipchak–Bulgar group is a subgroup of the Turkic languages that combines features of both Kipchak and Bulgar linguistic traditions, exemplified by languages such as Mishar Tatar.
-
C.
Cuman–Kipchak confederation
The Cuman–Kipchak confederation was a powerful medieval nomadic Turkic alliance that dominated the Eurasian steppe from the Black Sea to Central Asia before the Mongol invasions.
-
D.
Turco-Mongol
Turco-Mongol refers to the culturally and ethnically blended tradition that emerged from the interaction of Turkic and Mongol peoples, especially in Central and South Asia, and is associated with ruling dynasties like the Mughals.
-
E.
Kipchak Khanate
The Kipchak Khanate, better known as the Golden Horde, was a Mongol-ruled khanate that dominated much of the Eurasian steppe and exerted significant influence over medieval Rus' and Eastern Europe.
- 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_69c69f2891148190a484f3b8222c6f1b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5d6ccb08190a568a9b58bfbd0cc |
completed | March 27, 2026, 9:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84619aac8819083a1d7380f4b30d3 |
completed | March 28, 2026, 9:20 p.m. |
Created at: March 27, 2026, 3:45 p.m.