Triple

T9860498
Position Surface form Disambiguated ID Type / Status
Subject Orenburg Cossack settlements E239696 entity
Predicate borderWith P224 FINISHED
Object Central Asian khanates
The Central Asian khanates were a group of historically significant Turkic and Persianate states in Central Asia, such as Bukhara, Khiva, and Kokand, known for their role in regional trade, politics, and conflicts prior to Russian conquest in the 19th century.
E265551 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: Central Asian khanates | Statement: [Orenburg Cossack settlements, borderWith, Central Asian khanates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Asian khanates
Context triple: [Orenburg Cossack settlements, borderWith, Central Asian khanates]
  • A. Uzbek khanates
    The Uzbek khanates were a group of early modern Central Asian states ruled by Uzbek dynasties, including Bukhara, Khiva, and Kokand, that dominated the region’s political and economic life until Russian conquest in the 19th century.
  • 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. Chagatai Khanate
    The Chagatai Khanate was a Mongol and later Turkic-ruled khanate in Central Asia, formed from the lands of Genghis Khan’s son Chagatai and serving as a key successor state of the Mongol Empire.
  • 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. Yarkand Khanate
    The Yarkand Khanate was a 16th–17th century Turkic-Mongol state in Central Asia that ruled much of the Tarim Basin, including key Silk Road cities such as Kashgar.
  • 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: Central Asian khanates
Triple: [Orenburg Cossack settlements, borderWith, Central Asian khanates]
Generated description
The Central Asian khanates were a group of historically significant Turkic and Persianate states in Central Asia, such as Bukhara, Khiva, and Kokand, known for their role in regional trade, politics, and conflicts prior to Russian conquest in the 19th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Asian khanates
Target entity description: The Central Asian khanates were a group of historically significant Turkic and Persianate states in Central Asia, such as Bukhara, Khiva, and Kokand, known for their role in regional trade, politics, and conflicts prior to Russian conquest in the 19th century.
  • A. Uzbek khanates chosen
    The Uzbek khanates were a group of early modern Central Asian states ruled by Uzbek dynasties, including Bukhara, Khiva, and Kokand, that dominated the region’s political and economic life until Russian conquest in the 19th century.
  • 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. Chagatai Khanate
    The Chagatai Khanate was a Mongol and later Turkic-ruled khanate in Central Asia, formed from the lands of Genghis Khan’s son Chagatai and serving as a key successor state of the Mongol Empire.
  • 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. Yarkand Khanate
    The Yarkand Khanate was a 16th–17th century Turkic-Mongol state in Central Asia that ruled much of the Tarim Basin, including key Silk Road cities such as Kashgar.
  • F. None of above.

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_69ca84e6493081909cf58c8d42ea856b completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3b582cc81909a6d638fe2573c43 completed April 2, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1e4411a9481909657f522af7500ac completed April 5, 2026, 4:25 a.m.
NEDg Description generation batch_69d1e5a99e4081909f5712a264e1b495 completed April 5, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69d1e62c0638819091c7eb9b09ce20aa completed April 5, 2026, 4:33 a.m.
Created at: March 30, 2026, 8:35 p.m.