Triple

T1803336
Position Surface form Disambiguated ID Type / Status
Subject Central Reserve Police Force E39766 entity
Predicate hasSpecializedUnit P1198 FINISHED
Object Rapid Action Force
Rapid Action Force is a specialized Indian paramilitary unit trained and equipped to respond swiftly to riots, civil unrest, and communal violence to restore public order.
E202680 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: Rapid Action Force | Statement: [Central Reserve Police Force, hasSpecializedUnit, Rapid Action Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rapid Action Force
Context triple: [Central Reserve Police Force, hasSpecializedUnit, Rapid Action Force]
  • A. 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.
  • B. Afghan Anti-Crime Police
    The Afghan Anti-Crime Police is a specialized law enforcement unit in Afghanistan focused on investigating and combating serious criminal activities such as organized crime, narcotics trafficking, and corruption.
  • C. People's Militia
    The People's Militia was a communist-era Czechoslovak paramilitary organization used by the ruling party to enforce its power and suppress opposition.
  • D. People's Militia
    The People's Militia was the communist-era national police and security force of Bulgaria, serving as a key instrument of state control under the Bulgarian Communist Party.
  • E. National Disaster Response Force
    The National Disaster Response Force is a specialized Indian paramilitary force dedicated to disaster management, including search, rescue, and relief operations during natural and man-made calamities across the country.
  • 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: Rapid Action Force
Triple: [Central Reserve Police Force, hasSpecializedUnit, Rapid Action Force]
Generated description
Rapid Action Force is a specialized Indian paramilitary unit trained and equipped to respond swiftly to riots, civil unrest, and communal violence to restore public order.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rapid Action Force
Target entity description: Rapid Action Force is a specialized Indian paramilitary unit trained and equipped to respond swiftly to riots, civil unrest, and communal violence to restore public order.
  • A. 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.
  • B. Afghan Anti-Crime Police
    The Afghan Anti-Crime Police is a specialized law enforcement unit in Afghanistan focused on investigating and combating serious criminal activities such as organized crime, narcotics trafficking, and corruption.
  • C. People's Militia
    The People's Militia was a communist-era Czechoslovak paramilitary organization used by the ruling party to enforce its power and suppress opposition.
  • D. People's Militia
    The People's Militia was the communist-era national police and security force of Bulgaria, serving as a key instrument of state control under the Bulgarian Communist Party.
  • E. National Disaster Response Force
    The National Disaster Response Force is a specialized Indian paramilitary force dedicated to disaster management, including search, rescue, and relief operations during natural and man-made calamities across the country.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSpecializedUnit
Context triple: [Central Reserve Police Force, hasSpecializedUnit, Rapid Action Force]
  • A. hasSpecialUnit chosen
    Indicates that an entity possesses or is associated with a distinct, designated unit that has a special role, function, or status.
  • B. hasSpecialty
    Indicates that an entity possesses a particular area of expertise, focus, or professional specialization.
  • C. hasSpecialRules
    Indicates that certain entities are governed by additional or exceptional rules that differ from the standard ones.
  • D. hasUnitOf
    Indicates that a quantity, measurement, or value is expressed in terms of a specific unit.
  • E. hasUnitForForce
    Indicates a relationship where a specified unit is used to measure or express a quantity of force.
  • 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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aba67721788190951beae25e885457 completed March 7, 2026, 4:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5dd01488190a96e0a8f3a77d524 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb9efe7e88190b3e2a529ec23be7b completed March 8, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_69adbadfebbc8190ae09cd92c1fe77bc completed March 8, 2026, 6:07 p.m.
PD Predicate disambiguation batch_69aa61d514c081908197ac1f7c7d7a88 completed March 6, 2026, 5:10 a.m.
Created at: March 4, 2026, 7:32 p.m.