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.