Triple
T19516118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Donetsk People’s Republic forces |
E488281
|
entity |
| Predicate | engagedInBattle |
P149
|
FINISHED |
| Object | Battle of Avdiivka |
E1375543
|
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 Avdiivka | Statement: [Donetsk People’s Republic forces, engagedInBattle, Battle of Avdiivka]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Avdiivka Context triple: [Donetsk People’s Republic forces, engagedInBattle, Battle of Avdiivka]
-
A.
Battle of Avdiivka
chosen
The Battle of Avdiivka was a major and prolonged clash between Ukrainian and Russian-led forces over the strategic industrial town of Avdiivka in Donetsk Oblast during the war in eastern Ukraine.
-
B.
Battle of Lysychansk
The Battle of Lysychansk was a major engagement in the 2022 Russian invasion of Ukraine in which Russian and separatist forces captured the strategically important city of Lysychansk in Luhansk Oblast after intense urban combat.
-
C.
Battle of Severodonetsk
The Battle of Severodonetsk was a major and protracted engagement in the 2022 Russian invasion of Ukraine, centered on control of the strategic industrial city of Severodonetsk in the Luhansk region.
-
D.
Battle of Debaltseve
The Battle of Debaltseve was a major 2015 clash in eastern Ukraine between Ukrainian forces and Russian-backed separatists over the strategic railway hub of Debaltseve, resulting in heavy casualties and a significant Ukrainian withdrawal.
-
E.
Battle of Bakhmut
The Battle of Bakhmut was a prolonged and brutal urban confrontation between Russian and Ukrainian forces that became one of the bloodiest and most symbolically charged engagements of the Russo-Ukrainian War.
- 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_69d8e8da8bec819081f400199491ccc3 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6359b90f08190b38359dc9e97e11c |
completed | April 20, 2026, 2:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07ab80243c819099abba1f7f905187 |
completed | May 15, 2026, 11:25 p.m. |
Created at: April 10, 2026, 1:40 p.m.