Triple

T2495627
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Armed Forces E52146 entity
Predicate hasParamilitaryComponent P4347 FINISHED
Object Frontier Constabulary
The Frontier Constabulary is a Pakistani federal paramilitary police force responsible for maintaining law and order and guarding the country's western frontiers, particularly along the border regions with Afghanistan.
E273656 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: Frontier Constabulary | Statement: [Pakistan Armed Forces, hasParamilitaryComponent, Frontier Constabulary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frontier Constabulary
Context triple: [Pakistan Armed Forces, hasParamilitaryComponent, Frontier Constabulary]
  • A. Indian Imperial Police
    The Indian Imperial Police was the British colonial-era police force in India responsible for law enforcement and maintaining order before independence.
  • B. Provincial Rangers
    Provincial Rangers were a colonial irregular military unit in North America, best known for their role in frontier warfare under the command of Robert Rogers during the French and Indian War.
  • C. British Indian Department
    The British Indian Department was a colonial-era British agency responsible for managing relations and alliances with Indigenous nations in North America, particularly in the Great Lakes and frontier regions.
  • D. Assam Rifles
    Assam Rifles is a paramilitary force of India primarily responsible for maintaining security, counter-insurgency, and border management in the Northeast region of the country.
  • E. Royal Military Police
    The Royal Military Police is the British Army’s specialist military policing branch responsible for law enforcement, security, and discipline within the Army.
  • 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: Frontier Constabulary
Triple: [Pakistan Armed Forces, hasParamilitaryComponent, Frontier Constabulary]
Generated description
The Frontier Constabulary is a Pakistani federal paramilitary police force responsible for maintaining law and order and guarding the country's western frontiers, particularly along the border regions with Afghanistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frontier Constabulary
Target entity description: The Frontier Constabulary is a Pakistani federal paramilitary police force responsible for maintaining law and order and guarding the country's western frontiers, particularly along the border regions with Afghanistan.
  • A. Indian Imperial Police
    The Indian Imperial Police was the British colonial-era police force in India responsible for law enforcement and maintaining order before independence.
  • B. Provincial Rangers
    Provincial Rangers were a colonial irregular military unit in North America, best known for their role in frontier warfare under the command of Robert Rogers during the French and Indian War.
  • C. British Indian Department
    The British Indian Department was a colonial-era British agency responsible for managing relations and alliances with Indigenous nations in North America, particularly in the Great Lakes and frontier regions.
  • D. Assam Rifles
    Assam Rifles is a paramilitary force of India primarily responsible for maintaining security, counter-insurgency, and border management in the Northeast region of the country.
  • E. Royal Military Police
    The Royal Military Police is the British Army’s specialist military policing branch responsible for law enforcement, security, and discipline within the Army.
  • 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_69ab4955111c8190835bf619adec21ff completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd19541048190b9e39db119c20fe8 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f98a1a48190bc9eeb25868a2f9b completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af236665488190ab178fe27bb078b6 completed March 9, 2026, 7:45 p.m.
NED2 Entity disambiguation (via description) batch_69af23eac91881908c232fa5ea0ed587 completed March 9, 2026, 7:47 p.m.
Created at: March 6, 2026, 9:45 p.m.