Triple

T2563355
Position Surface form Disambiguated ID Type / Status
Subject Qing army E57292 entity
Predicate conflict P12 FINISHED
Object Dzungar–Qing Wars
The Dzungar–Qing Wars were a series of 17th–18th century campaigns in Central Asia in which the Qing dynasty destroyed the Dzungar Khanate and consolidated imperial control over Xinjiang.
E277458 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: Dzungar–Qing Wars | Statement: [Qing army, conflict, Dzungar–Qing Wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dzungar–Qing Wars
Context triple: [Qing army, conflict, Dzungar–Qing Wars]
  • A. Kokand–Qing border conflicts
    The Kokand–Qing border conflicts were a series of 18th–19th century military clashes and territorial disputes between the Kokand Khanate and China’s Qing dynasty over control of frontier regions in Central Asia, particularly in the Ferghana and Xinjiang areas.
  • B. Manchu invasions
    The Manchu invasions were a series of 17th-century military campaigns by Manchu forces that weakened and ultimately helped topple China’s Ming dynasty, paving the way for the establishment of the Qing dynasty.
  • C. Han–Xiongnu War
    The Han–Xiongnu War was a protracted series of military campaigns in the 2nd–1st centuries BCE in which China’s Han dynasty sought to break the power of the nomadic Xiongnu confederation and secure its northern frontiers.
  • D. Mongol–Song War
    The Mongol–Song War was the protracted 13th-century conflict in which the Mongol Empire conquered the Southern Song dynasty, leading to the unification of China under Mongol rule and the establishment of the Yuan dynasty.
  • E. Battle of Mukden
    The Battle of Mukden was a decisive 1905 land engagement in Manchuria where Japanese forces inflicted a major defeat on the Russian army, helping to turn the tide of the Russo-Japanese War.
  • 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: Dzungar–Qing Wars
Triple: [Qing army, conflict, Dzungar–Qing Wars]
Generated description
The Dzungar–Qing Wars were a series of 17th–18th century campaigns in Central Asia in which the Qing dynasty destroyed the Dzungar Khanate and consolidated imperial control over Xinjiang.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dzungar–Qing Wars
Target entity description: The Dzungar–Qing Wars were a series of 17th–18th century campaigns in Central Asia in which the Qing dynasty destroyed the Dzungar Khanate and consolidated imperial control over Xinjiang.
  • A. Kokand–Qing border conflicts
    The Kokand–Qing border conflicts were a series of 18th–19th century military clashes and territorial disputes between the Kokand Khanate and China’s Qing dynasty over control of frontier regions in Central Asia, particularly in the Ferghana and Xinjiang areas.
  • B. Manchu invasions
    The Manchu invasions were a series of 17th-century military campaigns by Manchu forces that weakened and ultimately helped topple China’s Ming dynasty, paving the way for the establishment of the Qing dynasty.
  • C. Han–Xiongnu War
    The Han–Xiongnu War was a protracted series of military campaigns in the 2nd–1st centuries BCE in which China’s Han dynasty sought to break the power of the nomadic Xiongnu confederation and secure its northern frontiers.
  • D. Mongol–Song War
    The Mongol–Song War was the protracted 13th-century conflict in which the Mongol Empire conquered the Southern Song dynasty, leading to the unification of China under Mongol rule and the establishment of the Yuan dynasty.
  • E. Battle of Mukden
    The Battle of Mukden was a decisive 1905 land engagement in Manchuria where Japanese forces inflicted a major defeat on the Russian army, helping to turn the tide of the Russo-Japanese War.
  • 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_69ab4a4ef9008190a0e6d4422b9418b7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3374c648190a29b2cc209d66668 completed March 7, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d264db481908e9dc3b5e2e8260a completed March 9, 2026, 11:52 p.m.
NEDg Description generation batch_69af5dc8aca48190b359526bf60f79ce completed March 9, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_69af5e7958088190b04b9af9fa1f1b7e completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:48 p.m.