Triple

T3439441
Position Surface form Disambiguated ID Type / Status
Subject Cumans E72529 entity
Predicate partOf P40 FINISHED
Object 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.
E358781 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: Cuman–Kipchak confederation | Statement: [Cumans, partOf, Cuman–Kipchak confederation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cuman–Kipchak confederation
Context triple: [Cumans, partOf, Cuman–Kipchak confederation]
  • A. 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.
  • B. Kazakh Khanate
    The Kazakh Khanate was a Turkic nomadic state that emerged in the 15th century on the Central Asian steppe and laid the political and cultural foundations of the Kazakh people.
  • C. Siberian Khanate
    The Siberian Khanate was a medieval Tatar-ruled state in western Siberia that served as a key political and trading center before its conquest by Muscovy in the late 16th century.
  • D. 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.
  • E. Oghuz Yabgu State
    The Oghuz Yabgu State was a medieval Turkic tribal confederation in Central Asia that played a key role in the ethnogenesis and early political organization of the Oghuz Turks, including the ancestors of the Turkmens.
  • 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: Cuman–Kipchak confederation
Triple: [Cumans, partOf, Cuman–Kipchak confederation]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cuman–Kipchak confederation
Target entity description: 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.
  • A. 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.
  • B. Kazakh Khanate
    The Kazakh Khanate was a Turkic nomadic state that emerged in the 15th century on the Central Asian steppe and laid the political and cultural foundations of the Kazakh people.
  • C. Siberian Khanate
    The Siberian Khanate was a medieval Tatar-ruled state in western Siberia that served as a key political and trading center before its conquest by Muscovy in the late 16th century.
  • D. 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.
  • E. Oghuz Yabgu State
    The Oghuz Yabgu State was a medieval Turkic tribal confederation in Central Asia that played a key role in the ethnogenesis and early political organization of the Oghuz Turks, including the ancestors of the Turkmens.
  • 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_69ad85af50288190a854b76653deee6f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9f6de1481909b789f4b0e1113d3 completed March 8, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69b360d0beb08190921d7cfe6b86eab2 completed March 13, 2026, 12:56 a.m.
NEDg Description generation batch_69b3615cf80481908ff305f995d0b176 completed March 13, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_69b36249b50881909ebae2d35b30cc1c completed March 13, 2026, 1:03 a.m.
Created at: March 8, 2026, 3:16 p.m.