Triple

T14952442
Position Surface form Disambiguated ID Type / Status
Subject Oirat people E372827 entity
Predicate historicalEvent P259 FINISHED
Object Oirat–Khalkha conflicts
The Oirat–Khalkha conflicts were a series of protracted military and political struggles between western (Oirat) and eastern (Khalkha) Mongol groups that shaped the balance of power in Inner Asia from the 15th to 18th centuries.
E1129171 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: Oirat–Khalkha conflicts | Statement: [Oirat people, historicalEvent, Oirat–Khalkha conflicts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oirat–Khalkha conflicts
Context triple: [Oirat people, historicalEvent, Oirat–Khalkha conflicts]
  • A. Ming–Oirat wars
    The Ming–Oirat wars were a series of 15th-century military conflicts between China’s Ming dynasty and the Oirat Mongols that shaped the balance of power on the northern frontier of East Asia.
  • B. 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.
  • C. Ming–Mongol border conflicts
    The Ming–Mongol border conflicts were a series of protracted military clashes and raids between the Ming dynasty of China and the Mongol Northern Yuan regime along their northern frontier from the late 14th to the 16th century.
  • D. Rus'-Mongol conflicts
    The Rus'-Mongol conflicts were a series of medieval wars between the Mongol-led Golden Horde and the various Rus' principalities that shaped the political and cultural development of Eastern Europe.
  • E. Song–Liao conflicts
    The Song–Liao conflicts were a series of 10th–12th century military and diplomatic struggles between China’s Song dynasty and the Khitan-led Liao dynasty that shaped the balance of power in northern and central China.
  • 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: Oirat–Khalkha conflicts
Triple: [Oirat people, historicalEvent, Oirat–Khalkha conflicts]
Generated description
The Oirat–Khalkha conflicts were a series of protracted military and political struggles between western (Oirat) and eastern (Khalkha) Mongol groups that shaped the balance of power in Inner Asia from the 15th to 18th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oirat–Khalkha conflicts
Target entity description: The Oirat–Khalkha conflicts were a series of protracted military and political struggles between western (Oirat) and eastern (Khalkha) Mongol groups that shaped the balance of power in Inner Asia from the 15th to 18th centuries.
  • A. Ming–Oirat wars
    The Ming–Oirat wars were a series of 15th-century military conflicts between China’s Ming dynasty and the Oirat Mongols that shaped the balance of power on the northern frontier of East Asia.
  • B. 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.
  • C. Ming–Mongol border conflicts
    The Ming–Mongol border conflicts were a series of protracted military clashes and raids between the Ming dynasty of China and the Mongol Northern Yuan regime along their northern frontier from the late 14th to the 16th century.
  • D. Rus'-Mongol conflicts
    The Rus'-Mongol conflicts were a series of medieval wars between the Mongol-led Golden Horde and the various Rus' principalities that shaped the political and cultural development of Eastern Europe.
  • E. Song–Liao conflicts
    The Song–Liao conflicts were a series of 10th–12th century military and diplomatic struggles between China’s Song dynasty and the Khitan-led Liao dynasty that shaped the balance of power in northern and central China.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded690f2e08190ad9dad6dc05a164a completed April 15, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe7e9a6098819087b6e81bebcf6805 completed May 9, 2026, 12:23 a.m.
NEDg Description generation batch_69fe83fdef58819098cda8cca0d810dd completed May 9, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69fe8518121c8190b6ffcc14ec5ac8ea completed May 9, 2026, 12:51 a.m.
Created at: April 10, 2026, 2:39 a.m.