Triple
T6471770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karachay-Balkar |
E142369
|
entity |
| Predicate | subfamilyOf |
P1244
|
FINISHED |
| Object | Kipchak-Cuman branch |
E358781
|
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-Cuman branch | Statement: [Karachay-Balkar, subfamilyOf, Kipchak-Cuman branch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kipchak-Cuman branch Context triple: [Karachay-Balkar, subfamilyOf, Kipchak-Cuman branch]
-
A.
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.
-
B.
Cuman–Kipchak confederation
chosen
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.
-
C.
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.
-
D.
Turkic mamluks
Turkic mamluks were slave-soldier elites of Turkic origin who rose to become powerful military and political rulers in several medieval Islamic states, most notably in Egypt and the Levant.
-
E.
Nogai Horde
The Nogai Horde was a confederation of Turkic-Mongol nomadic tribes that dominated the steppe north of the Black and Caspian Seas from the late Middle Ages into the early modern period.
- 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_69c008d3bf4c8190bcf798c5ba9d6fb3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06a2fd4248190a789bf0301e2860a |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6539fe1e08190ae0004ed2113e319 |
completed | March 27, 2026, 9:53 a.m. |
Created at: March 22, 2026, 4:50 p.m.