Triple

T18561918
Position Surface form Disambiguated ID Type / Status
Subject Battle of Qatwan E453660 entity
Predicate partOf P40 FINISHED
Object Seljuk–Kara-Khitan wars
The Seljuk–Kara-Khitan wars were a series of 12th-century conflicts in Central Asia between the Seljuk Empire and the Kara-Khitan Khanate that reshaped regional power dynamics and opened the way for later Mongol expansion.
E1330953 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: Seljuk–Kara-Khitan wars | Statement: [Battle of Qatwan, partOf, Seljuk–Kara-Khitan wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Seljuk–Kara-Khitan wars
Context triple: [Battle of Qatwan, partOf, Seljuk–Kara-Khitan wars]
  • A. Seljuk–Ghaznavid conflicts
    The Seljuk–Ghaznavid conflicts were a series of 11th-century military struggles in Greater Khorasan and surrounding regions that marked the decline of the Ghaznavid Empire and the rise of the Seljuk Turks in the Islamic world.
  • B. Mongol–Jin War
    The Mongol–Jin War was a major early 13th-century campaign in which Genghis Khan’s Mongol Empire systematically conquered the Jurchen-led Jin dynasty in northern China, paving the way for Mongol dominance in East Asia.
  • C. Battle of Talas
    The Battle of Talas was an 8th-century clash between the Abbasid Caliphate and the Tang dynasty that marked the limit of Chinese expansion into Central Asia and is often noted for facilitating the westward transmission of papermaking technology.
  • D. Georgian–Seljuk wars
    The Georgian–Seljuk wars were a series of medieval conflicts in the 11th–13th centuries in which the Kingdom of Georgia fought the Seljuk Empire, leading to Georgia’s rise as a major regional Christian power in the Caucasus.
  • E. Mamluk–Ilkhanid Wars
    The Mamluk–Ilkhanid Wars were a series of late 13th- and early 14th-century conflicts between the Mamluk Sultanate of Egypt-Syria and the Mongol Ilkhanate over control of the Levant and Mesopotamia.
  • 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: Seljuk–Kara-Khitan wars
Triple: [Battle of Qatwan, partOf, Seljuk–Kara-Khitan wars]
Generated description
The Seljuk–Kara-Khitan wars were a series of 12th-century conflicts in Central Asia between the Seljuk Empire and the Kara-Khitan Khanate that reshaped regional power dynamics and opened the way for later Mongol expansion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Seljuk–Kara-Khitan wars
Target entity description: The Seljuk–Kara-Khitan wars were a series of 12th-century conflicts in Central Asia between the Seljuk Empire and the Kara-Khitan Khanate that reshaped regional power dynamics and opened the way for later Mongol expansion.
  • A. Seljuk–Ghaznavid conflicts
    The Seljuk–Ghaznavid conflicts were a series of 11th-century military struggles in Greater Khorasan and surrounding regions that marked the decline of the Ghaznavid Empire and the rise of the Seljuk Turks in the Islamic world.
  • B. Mongol–Jin War
    The Mongol–Jin War was a major early 13th-century campaign in which Genghis Khan’s Mongol Empire systematically conquered the Jurchen-led Jin dynasty in northern China, paving the way for Mongol dominance in East Asia.
  • C. Battle of Talas
    The Battle of Talas was an 8th-century clash between the Abbasid Caliphate and the Tang dynasty that marked the limit of Chinese expansion into Central Asia and is often noted for facilitating the westward transmission of papermaking technology.
  • D. Georgian–Seljuk wars
    The Georgian–Seljuk wars were a series of medieval conflicts in the 11th–13th centuries in which the Kingdom of Georgia fought the Seljuk Empire, leading to Georgia’s rise as a major regional Christian power in the Caucasus.
  • E. Mamluk–Ilkhanid Wars
    The Mamluk–Ilkhanid Wars were a series of late 13th- and early 14th-century conflicts between the Mamluk Sultanate of Egypt-Syria and the Mongol Ilkhanate over control of the Levant and Mesopotamia.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5380a46f08190afe7ca2ddfe209d5 completed April 19, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049ae7faa48190954e42f20eeebbf0 completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049c461c288190955ac8cdaefc055d completed May 13, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_6a049cbbc0288190be82f11e660b7dff completed May 13, 2026, 3:46 p.m.
Created at: April 10, 2026, 11:42 a.m.