Triple
T11291901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talas River |
E267344
|
entity |
| Predicate | battleOccurredNear |
P37770
|
FINISHED |
| Object | Battle of Talas |
E46295
|
NE FINISHED |
How this triple was built (2 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: Battle of Talas | Statement: [Talas River, battleOccurredNear, Battle of Talas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Talas Context triple: [Talas River, battleOccurredNear, Battle of Talas]
-
A.
Battle of Talas
chosen
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.
-
B.
Battle of Minqar Qaim
The Battle of Minqar Qaim was a World War II engagement in June 1942 in the Western Desert where New Zealand forces conducted a breakout from encirclement by German and Italian troops near Mersa Matruh in Egypt.
-
C.
Battle of Shumshu
The Battle of Shumshu was a late World War II clash in August 1945 between Soviet and Japanese forces over the Kuril Islands, marking one of the final battles of the Pacific War.
-
D.
Battle of Chustenahlah
The Battle of Chustenahlah was an 1861 American Civil War engagement in Indian Territory in which Confederate-allied Native American forces defeated Union-aligned Native Americans, leading to a significant refugee crisis among pro-Union tribes.
-
E.
Battle of Ongal
The Battle of Ongal was a decisive 7th-century clash in which the Bulgars defeated the Byzantine Empire, leading to the establishment of the First Bulgarian Empire in the Balkans.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e989fdac81909a4a75f1f68b55c6 |
completed | April 9, 2026, 6:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a246a3c81909f4f1d32a1b1efeb |
completed | April 19, 2026, 5 p.m. |
Created at: April 8, 2026, 9:32 p.m.