Triple

T4072776
Position Surface form Disambiguated ID Type / Status
Subject Ukrainian Armed Forces E86685 entity
Predicate serviceBranch P2099 FINISHED
Object Ukrainian Special Operations Forces
The Ukrainian Special Operations Forces are an elite military branch responsible for conducting high-risk missions such as reconnaissance, counterterrorism, and unconventional warfare in defense of Ukraine.
 E419306 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: Ukrainian Special Operations Forces | Statement: [Ukrainian Armed Forces, serviceBranch, Ukrainian Special Operations Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ukrainian Special Operations Forces
Context triple: [Ukrainian Armed Forces, serviceBranch, Ukrainian Special Operations Forces]
  • A. Ukrainian Air Assault Forces
    The Ukrainian Air Assault Forces are an elite rapid reaction branch of Ukraine’s military specializing in airborne, air assault, and high-mobility operations.
  • B. Ukrainian Ground Forces
    The Ukrainian Ground Forces are the land warfare branch of Ukraine’s military, responsible for conducting ground operations and defending the country’s territory.
  • C. 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.
  • D. 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.
  • E. Kiev Special Military District
    The Kiev Special Military District was a pre–World War II Soviet military-administrative region in Ukraine that served as the organizational basis for the later Soviet Southwestern Front.
  • 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: Ukrainian Special Operations Forces
Triple: [Ukrainian Armed Forces, serviceBranch, Ukrainian Special Operations Forces]
Generated description
The Ukrainian Special Operations Forces are an elite military branch responsible for conducting high-risk missions such as reconnaissance, counterterrorism, and unconventional warfare in defense of Ukraine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ukrainian Special Operations Forces
Target entity description: The Ukrainian Special Operations Forces are an elite military branch responsible for conducting high-risk missions such as reconnaissance, counterterrorism, and unconventional warfare in defense of Ukraine.
  • A. Ukrainian Air Assault Forces
    The Ukrainian Air Assault Forces are an elite rapid reaction branch of Ukraine’s military specializing in airborne, air assault, and high-mobility operations.
  • B. Ukrainian Ground Forces
    The Ukrainian Ground Forces are the land warfare branch of Ukraine’s military, responsible for conducting ground operations and defending the country’s territory.
  • C. 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.
  • D. 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.
  • E. Kiev Special Military District
    The Kiev Special Military District was a pre–World War II Soviet military-administrative region in Ukraine that served as the organizational basis for the later Soviet Southwestern Front.
  • 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_69aed93ebe448190a1f1686e28740ac9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefc22be988190a2b6575d4f5e0f7b completed March 9, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589d525fc8190be388452c220832e completed March 14, 2026, 4:16 p.m.
NEDg Description generation batch_69b58b22a1d88190a16e1c1e41291f5a completed March 14, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69b58b8bfb288190a097942b5b8c366e completed March 14, 2026, 4:23 p.m.
Created at: March 9, 2026, 3:38 p.m.