Triple
T9099961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nogai |
E218126
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object |
Kipchak–Nogai
Kipchak–Nogai is a branch of the Turkic language family that includes Nogai and closely related Kipchak languages spoken across parts of Eastern Europe and Central Asia.
|
E780741
|
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: Kipchak–Nogai | Statement: [Nogai, subfamily, Kipchak–Nogai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kipchak–Nogai Context triple: [Nogai, subfamily, Kipchak–Nogai]
-
A.
Kipchak-Cuman
Kipchak-Cuman is a branch of the Turkic language family historically associated with the Kipchak and Cuman nomadic peoples of the Eurasian steppes.
-
B.
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.
-
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.
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.
-
E.
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.
- 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: Kipchak–Nogai Triple: [Nogai, subfamily, Kipchak–Nogai]
Generated description
Kipchak–Nogai is a branch of the Turkic language family that includes Nogai and closely related Kipchak languages spoken across parts of Eastern Europe and Central Asia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kipchak–Nogai Target entity description: Kipchak–Nogai is a branch of the Turkic language family that includes Nogai and closely related Kipchak languages spoken across parts of Eastern Europe and Central Asia.
-
A.
Kipchak-Cuman
Kipchak-Cuman is a branch of the Turkic language family historically associated with the Kipchak and Cuman nomadic peoples of the Eurasian steppes.
-
B.
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.
-
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.
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.
-
E.
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.
- 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_69ca83d9844081908e561e367fda6d45 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc9710ac04819096b9c8d3399b9c35 |
completed | April 1, 2026, 3:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0479a58c48190acd4a4af21aa01c3 |
completed | April 3, 2026, 11:04 p.m. |
| NEDg | Description generation | batch_69d048dbcfe08190afb6ee816e22ddfc |
completed | April 3, 2026, 11:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d049b159d08190ad426bb7f9bcafb1 |
completed | April 3, 2026, 11:13 p.m. |
Created at: March 30, 2026, 7:15 p.m.