Triple

T4069311
Position Surface form Disambiguated ID Type / Status
Subject Euromaidan E86604 entity
Predicate mainOpposingForce P32752 FINISHED
Object Berkut special police units
The Berkut special police units were Ukraine’s now-disbanded elite riot police force, widely criticized for their violent role in suppressing the 2013–2014 Euromaidan protests.
E411160 NE FINISHED

How this triple was built (5 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: Berkut special police units | Statement: [Euromaidan, mainOpposingForce, Berkut special police units]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berkut special police units
Context triple: [Euromaidan, mainOpposingForce, Berkut special police units]
  • A. Azerbaijani special police units
    Azerbaijani special police units were elite internal security forces of Soviet and later Azerbaijani authorities, known for their role in coercive operations and ethnic conflict, including the controversial Operation Ring against Armenian-populated areas.
  • B. Riot Police Unit
    The Riot Police Unit is a specialized division of the Tokyo Metropolitan Police Department trained and equipped to handle large-scale public disturbances, protests, and emergency situations.
  • C. Tactical Police Wing
    Tactical Police Wing is a specialized unit of the Royal Air Force Police responsible for providing deployable military policing and security support to RAF operations.
  • D. Special Weapons and Tactics unit
    The Special Weapons and Tactics unit is a specialized law enforcement team trained and equipped to handle high-risk operations such as hostage rescues, armed standoffs, and counterterrorism incidents.
  • E. Antiterrorist Brigade
    The Antiterrorist Brigade is a specialized Romanian counter-terrorism unit operating under the national intelligence service.
  • 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: Berkut special police units
Triple: [Euromaidan, mainOpposingForce, Berkut special police units]
Generated description
The Berkut special police units were Ukraine’s now-disbanded elite riot police force, widely criticized for their violent role in suppressing the 2013–2014 Euromaidan protests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berkut special police units
Target entity description: The Berkut special police units were Ukraine’s now-disbanded elite riot police force, widely criticized for their violent role in suppressing the 2013–2014 Euromaidan protests.
  • A. Azerbaijani special police units
    Azerbaijani special police units were elite internal security forces of Soviet and later Azerbaijani authorities, known for their role in coercive operations and ethnic conflict, including the controversial Operation Ring against Armenian-populated areas.
  • B. Riot Police Unit
    The Riot Police Unit is a specialized division of the Tokyo Metropolitan Police Department trained and equipped to handle large-scale public disturbances, protests, and emergency situations.
  • C. Tactical Police Wing
    Tactical Police Wing is a specialized unit of the Royal Air Force Police responsible for providing deployable military policing and security support to RAF operations.
  • D. Special Weapons and Tactics unit
    The Special Weapons and Tactics unit is a specialized law enforcement team trained and equipped to handle high-risk operations such as hostage rescues, armed standoffs, and counterterrorism incidents.
  • E. Antiterrorist Brigade
    The Antiterrorist Brigade is a specialized Romanian counter-terrorism unit operating under the national intelligence service.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: mainOpposingForce
Context triple: [Euromaidan, mainOpposingForce, Berkut special police units]
  • A. opposingForce
    Indicates a relationship where one entity actively resists, counters, or works against the actions, goals, or influence of another entity.
  • B. primaryEnemyForces chosen
    Indicates that the related entities constitute the main opposing or hostile forces in a conflict or competitive situation.
  • C. opposingAlliance
    Indicates that two entities belong to rival or mutually opposed alliances or factions.
  • D. hasOpposingForceType
    Indicates that one force is characterized as being of a type that opposes or counteracts another force.
  • E. opponentForceAllegiance
    Indicates that one force, group, or individual is aligned with or belongs to an opposing or enemy side in a conflict or competition.
  • F. None of above.

Provenance (6 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_69aefbfa45c88190b7b13b35de816378 completed March 9, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562b6eb708190a7f60192d8df9a27 completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b5668984988190bb4239df9e283142 completed March 14, 2026, 1:45 p.m.
NED2 Entity disambiguation (via description) batch_69b566ea87f88190ad03e548de53553f completed March 14, 2026, 1:47 p.m.
PD Predicate disambiguation batch_69aef9061d2481908307cafc9e9b32c0 completed March 9, 2026, 4:44 p.m.
Created at: March 9, 2026, 3:38 p.m.