Triple
T19896128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | southern front of the Russo-Ukrainian War |
E478156
|
entity |
| Predicate | hasMajorBattle |
P1703
|
FINISHED |
| Object |
Battle of Kherson (2022)
The Battle of Kherson (2022) was a major campaign in Russia’s full-scale invasion of Ukraine, culminating in Ukraine’s successful recapture of the strategically vital city of Kherson and surrounding areas on the Dnipro River.
|
E1404173
|
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: Battle of Kherson (2022) | Statement: [southern front of the Russo-Ukrainian War, hasMajorBattle, Battle of Kherson (2022)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Kherson (2022) Context triple: [southern front of the Russo-Ukrainian War, hasMajorBattle, Battle of Kherson (2022)]
-
A.
Battle of Vasylkiv (2022)
The Battle of Vasylkiv (2022) was a key clash during Russia’s invasion of Ukraine in which Ukrainian forces defended the strategically important town and nearby airbase south of Kyiv from Russian airborne and ground assaults.
-
B.
Battle of Rubizhne (2022)
The Battle of Rubizhne (2022) was an early and intense engagement in the eastern Ukraine campaign during the Russian invasion, involving heavy urban combat as Russian and separatist forces sought to capture the strategically located city of Rubizhne in Luhansk Oblast.
-
C.
Battle of Kharkiv 2022
The Battle of Kharkiv 2022 was a major early campaign of the Russian invasion of Ukraine, in which Ukrainian forces successfully defended and later pushed back Russian troops around the country’s second-largest city.
-
D.
Battle of Chernihiv (2022)
The Battle of Chernihiv (2022) was an early Russian offensive and Ukrainian defensive campaign around the northern Ukrainian city of Chernihiv during the initial phase of the 2022 Russian invasion of Ukraine.
-
E.
Battle of Kyiv (2022)
The Battle of Kyiv (2022) was a major early campaign in Russia’s full-scale invasion of Ukraine, in which Ukrainian forces successfully defended the capital and forced Russian troops to withdraw from the region.
- 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: Battle of Kherson (2022) Triple: [southern front of the Russo-Ukrainian War, hasMajorBattle, Battle of Kherson (2022)]
Generated description
The Battle of Kherson (2022) was a major campaign in Russia’s full-scale invasion of Ukraine, culminating in Ukraine’s successful recapture of the strategically vital city of Kherson and surrounding areas on the Dnipro River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battle of Kherson (2022) Target entity description: The Battle of Kherson (2022) was a major campaign in Russia’s full-scale invasion of Ukraine, culminating in Ukraine’s successful recapture of the strategically vital city of Kherson and surrounding areas on the Dnipro River.
-
A.
Battle of Vasylkiv (2022)
The Battle of Vasylkiv (2022) was a key clash during Russia’s invasion of Ukraine in which Ukrainian forces defended the strategically important town and nearby airbase south of Kyiv from Russian airborne and ground assaults.
-
B.
Battle of Rubizhne (2022)
The Battle of Rubizhne (2022) was an early and intense engagement in the eastern Ukraine campaign during the Russian invasion, involving heavy urban combat as Russian and separatist forces sought to capture the strategically located city of Rubizhne in Luhansk Oblast.
-
C.
Battle of Kharkiv 2022
The Battle of Kharkiv 2022 was a major early campaign of the Russian invasion of Ukraine, in which Ukrainian forces successfully defended and later pushed back Russian troops around the country’s second-largest city.
-
D.
Battle of Chernihiv (2022)
The Battle of Chernihiv (2022) was an early Russian offensive and Ukrainian defensive campaign around the northern Ukrainian city of Chernihiv during the initial phase of the 2022 Russian invasion of Ukraine.
-
E.
Battle of Kyiv (2022)
The Battle of Kyiv (2022) was a major early campaign in Russia’s full-scale invasion of Ukraine, in which Ukrainian forces successfully defended the capital and forced Russian troops to withdraw from the region.
- 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6593dba78819082c8b80e65246171 |
completed | April 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07fdbe13388190a0cc8dd66e3593aa |
completed | May 16, 2026, 5:16 a.m. |
| NEDg | Description generation | batch_6a07feb28eec81908a8e33a706cf9d9b |
completed | May 16, 2026, 5:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07ff2e34608190a27995f6400c153a |
completed | May 16, 2026, 5:22 a.m. |
Created at: April 10, 2026, 1:52 p.m.