Triple
T2380280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Talas |
E46295
|
entity |
| Predicate | conflictOf |
P12
|
FINISHED |
| Object |
Arab–Chinese wars
The Arab–Chinese wars were a series of 8th-century military confrontations between the Abbasid Caliphate and the Tang dynasty over control of Central Asia and Silk Road trade routes.
|
E260178
|
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: Arab–Chinese wars | Statement: [Battle of Talas, conflictOf, Arab–Chinese wars]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arab–Chinese wars Context triple: [Battle of Talas, conflictOf, Arab–Chinese wars]
-
A.
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.
-
B.
Jin–Song Wars
The Jin–Song Wars were a series of 12th–13th century military conflicts between China’s Song dynasty and the Jurchen-led Jin dynasty that reshaped political control in northern and southern China.
-
C.
Zhongyuan War
The Zhongyuan War was a major 1930 Chinese civil conflict in which regional warlords challenged Chiang Kai-shek’s Nationalist government for control of central China.
-
D.
Arab–Byzantine wars
The Arab–Byzantine wars were a series of protracted military conflicts between the early Islamic caliphates and the Byzantine Empire that shaped the political and religious landscape of the Eastern Mediterranean and Near East from the 7th to the 11th centuries.
-
E.
Sino-Vietnamese War
The Sino-Vietnamese War was a brief but intense 1979 border conflict in which China launched a punitive invasion of northern Vietnam, leading to heavy casualties and lasting regional tensions.
- 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: Arab–Chinese wars Triple: [Battle of Talas, conflictOf, Arab–Chinese wars]
Generated description
The Arab–Chinese wars were a series of 8th-century military confrontations between the Abbasid Caliphate and the Tang dynasty over control of Central Asia and Silk Road trade routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arab–Chinese wars Target entity description: The Arab–Chinese wars were a series of 8th-century military confrontations between the Abbasid Caliphate and the Tang dynasty over control of Central Asia and Silk Road trade routes.
-
A.
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.
-
B.
Jin–Song Wars
The Jin–Song Wars were a series of 12th–13th century military conflicts between China’s Song dynasty and the Jurchen-led Jin dynasty that reshaped political control in northern and southern China.
-
C.
Zhongyuan War
The Zhongyuan War was a major 1930 Chinese civil conflict in which regional warlords challenged Chiang Kai-shek’s Nationalist government for control of central China.
-
D.
Arab–Byzantine wars
The Arab–Byzantine wars were a series of protracted military conflicts between the early Islamic caliphates and the Byzantine Empire that shaped the political and religious landscape of the Eastern Mediterranean and Near East from the 7th to the 11th centuries.
-
E.
Sino-Vietnamese War
The Sino-Vietnamese War was a brief but intense 1979 border conflict in which China launched a punitive invasion of northern Vietnam, leading to heavy casualties and lasting regional tensions.
- 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_69a88a1554a48190a0180682bcf099be |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abc7b60c8c819080e4f682e4362a93 |
completed | March 7, 2026, 6:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea8b23680819085e0c7da7b4da9e1 |
completed | March 9, 2026, 11:02 a.m. |
| NEDg | Description generation | batch_69aea9a79c6081908706f9f1ca0d6c4d |
completed | March 9, 2026, 11:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeaa12f3d88190b2a1dcc48817bae7 |
completed | March 9, 2026, 11:08 a.m. |
Created at: March 4, 2026, 7:57 p.m.