Triple

T4955677
Position Surface form Disambiguated ID Type / Status
Subject Battle of Bakhmut E111274 entity
Predicate belligerent P375 FINISHED
Object Luhansk People’s Republic forces
Luhansk People’s Republic forces are the pro-Russian separatist military units of the self-proclaimed Luhansk People’s Republic in eastern Ukraine, actively involved in the war in Donbas and the wider Russian invasion of Ukraine.
E483634 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: Luhansk People’s Republic forces | Statement: [Battle of Bakhmut, belligerent, Luhansk People’s Republic forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luhansk People’s Republic forces
Context triple: [Battle of Bakhmut, belligerent, Luhansk People’s Republic forces]
  • A. South Ossetian forces
    South Ossetian forces were the separatist military and paramilitary units of the self-proclaimed Republic of South Ossetia that fought against Georgian troops, backed and supported by Russia, during the 2008 conflict and related tensions in the region.
  • B. Revolutionary Insurgent Army of Ukraine
    The Revolutionary Insurgent Army of Ukraine was an anarchist guerrilla army led by Nestor Makhno that fought in the Ukrainian War of Independence during the Russian Civil War.
  • C. Territorial Defense Forces of Ukraine
    The Territorial Defense Forces of Ukraine are a military reserve and volunteer-based component responsible for local defense, protection of critical infrastructure, and support of regular forces across Ukraine.
  • D. Kuban Cossack forces
    Kuban Cossack forces were anti-Bolshevik military units from the Kuban region that played a significant role fighting for the White movement during the Russian Civil War.
  • E. Ukrainian Armed Forces
    The Ukrainian Armed Forces are the military forces of Ukraine, responsible for the country's defense and security across land, air, and sea domains.
  • 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: Luhansk People’s Republic forces
Triple: [Battle of Bakhmut, belligerent, Luhansk People’s Republic forces]
Generated description
Luhansk People’s Republic forces are the pro-Russian separatist military units of the self-proclaimed Luhansk People’s Republic in eastern Ukraine, actively involved in the war in Donbas and the wider Russian invasion of Ukraine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luhansk People’s Republic forces
Target entity description: Luhansk People’s Republic forces are the pro-Russian separatist military units of the self-proclaimed Luhansk People’s Republic in eastern Ukraine, actively involved in the war in Donbas and the wider Russian invasion of Ukraine.
  • A. South Ossetian forces
    South Ossetian forces were the separatist military and paramilitary units of the self-proclaimed Republic of South Ossetia that fought against Georgian troops, backed and supported by Russia, during the 2008 conflict and related tensions in the region.
  • B. Revolutionary Insurgent Army of Ukraine
    The Revolutionary Insurgent Army of Ukraine was an anarchist guerrilla army led by Nestor Makhno that fought in the Ukrainian War of Independence during the Russian Civil War.
  • C. Territorial Defense Forces of Ukraine
    The Territorial Defense Forces of Ukraine are a military reserve and volunteer-based component responsible for local defense, protection of critical infrastructure, and support of regular forces across Ukraine.
  • D. Kuban Cossack forces
    Kuban Cossack forces were anti-Bolshevik military units from the Kuban region that played a significant role fighting for the White movement during the Russian Civil War.
  • E. Ukrainian Armed Forces
    The Ukrainian Armed Forces are the military forces of Ukraine, responsible for the country's defense and security across land, air, and sea domains.
  • 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_69bd4418390c8190b7e9766a2512ce55 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71babb44819085b4cd4864433e79 completed March 20, 2026, 4:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81de17748190a26abda7d3703b8e completed March 21, 2026, 11:32 a.m.
NEDg Description generation batch_69be8386d2fc8190a450b42dd5ac6963 completed March 21, 2026, 11:39 a.m.
NED2 Entity disambiguation (via description) batch_69be841d148881908aa53953bd2eb024 completed March 21, 2026, 11:42 a.m.
Created at: March 20, 2026, 1:32 p.m.