Triple

T6933649
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Rangers E160497 entity
Predicate partOf P40 FINISHED
Object Civil Armed Forces of Pakistan
The Civil Armed Forces of Pakistan are a group of federal paramilitary organizations responsible for internal security, border protection, and assisting the military and police in maintaining law and order across the country.
 E628965 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: Civil Armed Forces of Pakistan | Statement: [Pakistan Rangers, partOf, Civil Armed Forces of Pakistan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Civil Armed Forces of Pakistan
Context triple: [Pakistan Rangers, partOf, Civil Armed Forces of Pakistan]
  • A. Pakistan Frontier Corps
    The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
  • B. Pakistan Armed Forces
    The Pakistan Armed Forces are the unified military forces of Pakistan, comprising the Army, Navy, and Air Force, responsible for the country’s defense and security.
  • C. Pakistan Army
    The Pakistan Army is the principal land warfare branch of Pakistan’s armed forces, responsible for defending the country’s territorial integrity and conducting ground operations.
  • D. Pakistan Army Air Defence Corps
    The Pakistan Army Air Defence Corps is a specialized branch of the Pakistan Army responsible for protecting the country’s airspace and ground forces from aerial threats using a range of anti-aircraft weapons and air defense systems.
  • E. Joint Staff Headquarters of Pakistan
    The Joint Staff Headquarters of Pakistan is the principal military command and coordination center for the Pakistan Armed Forces, overseeing joint operations and strategic planning among the army, navy, and air force.
  • 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: Civil Armed Forces of Pakistan
Triple: [Pakistan Rangers, partOf, Civil Armed Forces of Pakistan]
Generated description
The Civil Armed Forces of Pakistan are a group of federal paramilitary organizations responsible for internal security, border protection, and assisting the military and police in maintaining law and order across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Civil Armed Forces of Pakistan
Target entity description: The Civil Armed Forces of Pakistan are a group of federal paramilitary organizations responsible for internal security, border protection, and assisting the military and police in maintaining law and order across the country.
  • A. Pakistan Frontier Corps
    The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
  • B. Pakistan Armed Forces
    The Pakistan Armed Forces are the unified military forces of Pakistan, comprising the Army, Navy, and Air Force, responsible for the country’s defense and security.
  • C. Pakistan Army
    The Pakistan Army is the principal land warfare branch of Pakistan’s armed forces, responsible for defending the country’s territorial integrity and conducting ground operations.
  • D. Pakistan Army Air Defence Corps
    The Pakistan Army Air Defence Corps is a specialized branch of the Pakistan Army responsible for protecting the country’s airspace and ground forces from aerial threats using a range of anti-aircraft weapons and air defense systems.
  • E. Joint Staff Headquarters of Pakistan
    The Joint Staff Headquarters of Pakistan is the principal military command and coordination center for the Pakistan Armed Forces, overseeing joint operations and strategic planning among the army, navy, and air force.
  • 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_69c6884e15208190b9e91487eaafcf85 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da415b1481908d70b92ecd5fd8e6 completed March 27, 2026, 7:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7514ead808190bff53b49b5f331fb completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c7524d677c81909531ba9bb46f2632 completed March 28, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_69c752bef2808190843f3cad53aa5702 completed March 28, 2026, 4:02 a.m.
Created at: March 27, 2026, 2:27 p.m.