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.