Triple
T19336420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luhansk People’s Republic forces |
E483634
|
entity |
| Predicate | notableOperation |
P2336
|
FINISHED |
| Object | Battle of Debaltseve |
—
|
NE NERFINISHED |
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 Debaltseve | Statement: [Luhansk People’s Republic forces, notableOperation, Battle of Debaltseve]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Debaltseve Context triple: [Luhansk People’s Republic forces, notableOperation, Battle of Debaltseve]
-
A.
Battle of Debaltseve
chosen
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.
-
B.
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.
-
C.
Battle of Ilovaisk
The Battle of Ilovaisk was a major 2014 engagement in eastern Ukraine in which Ukrainian forces were encircled and suffered heavy losses amid direct involvement of Russian regular troops, becoming a symbol of the early phase of the Russo-Ukrainian War.
-
D.
Battle of Avdiivka
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e8d244f8819080eb1f3491300db2 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e61645c0dc8190b64e15c735bcb9f4 |
completed | April 20, 2026, 12:04 p.m. |
Created at: April 10, 2026, 1:33 p.m.