Triple

T923097
Position Surface form Disambiguated ID Type / Status
Subject Russo-Ukrainian War E19925 entity
Predicate hasPart P35 FINISHED
Object 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.
E111274 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 Bakhmut | Statement: [Russo-Ukrainian War, hasPart, Battle of Bakhmut]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Bakhmut
Context triple: [Russo-Ukrainian War, hasPart, Battle of Bakhmut]
  • A. Third Battle of Kharkov
    The Third Battle of Kharkov was a major World War II Eastern Front engagement in early 1943 in which German forces, led by Field Marshal Erich von Manstein, counterattacked and temporarily recaptured the city of Kharkov from the Soviet Red Army.
  • B. Second Battle of Kharkov
    The Second Battle of Kharkov was a major World War II Eastern Front clash in May 1942, in which a failed Soviet offensive near the Ukrainian city of Kharkiv led to a decisive German counterattack and heavy Soviet losses.
  • C. Battle of the Dnieper
    The Battle of the Dnieper was a major World War II Eastern Front campaign in 1943 in which Soviet forces launched a massive offensive to cross the Dnieper River and liberate much of Ukraine from German occupation.
  • D. 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.
  • E. Battle of Uman
    The Battle of Uman was a major World War II encirclement in 1941 in which German forces trapped and destroyed large Soviet armies in Ukraine during Operation Barbarossa.
  • 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 Bakhmut
Triple: [Russo-Ukrainian War, hasPart, Battle of Bakhmut]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Bakhmut
Target entity description: 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.
  • A. Third Battle of Kharkov
    The Third Battle of Kharkov was a major World War II Eastern Front engagement in early 1943 in which German forces, led by Field Marshal Erich von Manstein, counterattacked and temporarily recaptured the city of Kharkov from the Soviet Red Army.
  • B. Second Battle of Kharkov
    The Second Battle of Kharkov was a major World War II Eastern Front clash in May 1942, in which a failed Soviet offensive near the Ukrainian city of Kharkiv led to a decisive German counterattack and heavy Soviet losses.
  • C. Battle of the Dnieper
    The Battle of the Dnieper was a major World War II Eastern Front campaign in 1943 in which Soviet forces launched a massive offensive to cross the Dnieper River and liberate much of Ukraine from German occupation.
  • D. 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.
  • E. Battle of Uman
    The Battle of Uman was a major World War II encirclement in 1941 in which German forces trapped and destroyed large Soviet armies in Ukraine during Operation Barbarossa.
  • 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_69a493a099788190a696d9d8408cbaf4 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b314f6fc81908a3ccc2e741e3c2b completed March 1, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a826d8f9408190aa286bb809507797 completed March 4, 2026, 12:34 p.m.
NEDg Description generation batch_69a84d53e46c8190b19b56ecc928c9a0 completed March 4, 2026, 3:18 p.m.
NED2 Entity disambiguation (via description) batch_69a84db197448190897d0def5f01a2c2 completed March 4, 2026, 3:20 p.m.
Created at: March 1, 2026, 7:40 p.m.