Triple

T19516120
Position Surface form Disambiguated ID Type / Status
Subject Donetsk People’s Republic forces E488281 entity
Predicate engagedInBattle P149 FINISHED
Object Battle of Horlivka
The Battle of Horlivka was a significant military engagement during the war in eastern Ukraine, centered around control of the strategic city of Horlivka in the Donetsk region.
E1380713 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 Horlivka | Statement: [Donetsk People’s Republic forces, engagedInBattle, Battle of Horlivka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Horlivka
Context triple: [Donetsk People’s Republic forces, engagedInBattle, Battle of Horlivka]
  • A. Battle of Kharkov
    The Battle of Kharkov refers to a series of major World War II clashes between German and Soviet forces for control of the strategic Ukrainian city of Kharkiv, marked by heavy casualties and repeated changes of possession.
  • B. Battle of Korsun
    The Battle of Korsun was a 1648 engagement in the Khmelnytsky Uprising where Cossack-Tatar forces decisively defeated the Polish-Lithuanian army, further weakening Commonwealth control over Ukraine.
  • C. Battle of Soledar
    The Battle of Soledar was a major and intensely fought engagement in the Russo-Ukrainian War, centered on the strategically important salt-mining town of Soledar in Donetsk Oblast.
  • D. 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.
  • E. Battle of Krasnoi
    The Battle of Krasnoi was a series of engagements in November 1812 during Napoleon’s retreat from Moscow, in which Russian forces inflicted heavy losses on the disintegrating French Grande Armée.
  • 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 Horlivka
Triple: [Donetsk People’s Republic forces, engagedInBattle, Battle of Horlivka]
Generated description
The Battle of Horlivka was a significant military engagement during the war in eastern Ukraine, centered around control of the strategic city of Horlivka in the Donetsk region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Horlivka
Target entity description: The Battle of Horlivka was a significant military engagement during the war in eastern Ukraine, centered around control of the strategic city of Horlivka in the Donetsk region.
  • A. Battle of Kharkov
    The Battle of Kharkov refers to a series of major World War II clashes between German and Soviet forces for control of the strategic Ukrainian city of Kharkiv, marked by heavy casualties and repeated changes of possession.
  • B. Battle of Korsun
    The Battle of Korsun was a 1648 engagement in the Khmelnytsky Uprising where Cossack-Tatar forces decisively defeated the Polish-Lithuanian army, further weakening Commonwealth control over Ukraine.
  • C. Battle of Soledar
    The Battle of Soledar was a major and intensely fought engagement in the Russo-Ukrainian War, centered on the strategically important salt-mining town of Soledar in Donetsk Oblast.
  • D. 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.
  • E. Battle of Krasnoi
    The Battle of Krasnoi was a series of engagements in November 1812 during Napoleon’s retreat from Moscow, in which Russian forces inflicted heavy losses on the disintegrating French Grande Armée.
  • 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_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_6a07472513948190a2fdbc569d1673e4 completed May 15, 2026, 4:17 p.m.
NEDg Description generation batch_6a07480899788190b61de30bff1414d6 completed May 15, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_6a07491088a48190914abc69055cf807 completed May 15, 2026, 4:25 p.m.
Created at: April 10, 2026, 1:40 p.m.