Triple

T3653154
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Army E77467 entity
Predicate hasMedicalCorps P50702 FINISHED
Object Pakistan Army Medical Corps
The Pakistan Army Medical Corps is the branch of the Pakistan Army responsible for providing medical care, health services, and support to military personnel in peace and wartime.
E375697 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: Pakistan Army Medical Corps | Statement: [Pakistan Army, hasMedicalCorps, Pakistan Army Medical Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pakistan Army Medical Corps
Context triple: [Pakistan Army, hasMedicalCorps, Pakistan Army Medical Corps]
  • A. 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.
  • B. Pakistan Marines
    The Pakistan Marines are a specialized maritime infantry force of Pakistan responsible for amphibious warfare, coastal defense, and security of naval installations.
  • C. Pakistan Frontier Corps
    The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
  • D. 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.
  • E. Punjab Frontier Force
    The Punjab Frontier Force was a British Indian Army formation composed of elite regiments raised to police and defend the volatile North-West Frontier region of colonial India.
  • 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: Pakistan Army Medical Corps
Triple: [Pakistan Army, hasMedicalCorps, Pakistan Army Medical Corps]
Generated description
The Pakistan Army Medical Corps is the branch of the Pakistan Army responsible for providing medical care, health services, and support to military personnel in peace and wartime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pakistan Army Medical Corps
Target entity description: The Pakistan Army Medical Corps is the branch of the Pakistan Army responsible for providing medical care, health services, and support to military personnel in peace and wartime.
  • A. 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.
  • B. Pakistan Marines
    The Pakistan Marines are a specialized maritime infantry force of Pakistan responsible for amphibious warfare, coastal defense, and security of naval installations.
  • C. Pakistan Frontier Corps
    The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
  • D. 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.
  • E. Punjab Frontier Force
    The Punjab Frontier Force was a British Indian Army formation composed of elite regiments raised to police and defend the volatile North-West Frontier region of colonial India.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMedicalCorps
Context triple: [Pakistan Army, hasMedicalCorps, Pakistan Army Medical Corps]
  • A. hasImmediateMedicalResponse
    Indicates that an entity receives prompt medical attention or intervention immediately following an incident or onset of a medical condition.
  • B. hasTraumaCenter
    Indicates that an entity (such as a hospital or facility) includes or is equipped with a designated trauma center capable of providing specialized emergency care for severe injuries.
  • C. hasMedicalCenter
    Indicates that an entity possesses, hosts, or is associated with a medical center facility.
  • D. hasMedicalStaffApprox
    Indicates that an entity is associated with an approximate or estimated number of medical staff.
  • E. hasMilitaryAssociation
    Indicates a relationship in which an entity is connected or affiliated with a military organization, activity, or function.
  • F. None of above. chosen

Provenance (7 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_69ad85def5cc8190863dccf55a18bebb completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3b805a48190a7bc230a382365d6 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f4541dc8190b794eae019dcffbf completed March 13, 2026, 5:54 p.m.
NEDg Description generation batch_69b45258be648190a98f60bd0cf57faa completed March 13, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_69b45eec592481908e2f002aa2127849 completed March 13, 2026, 7:01 p.m.
PD Predicate disambiguation batch_69adb84650148190bf79231105e58d7f completed March 8, 2026, 5:56 p.m.
PDg Predicate description generation batch_69adbae14d488190a6024548979c6faf completed March 8, 2026, 6:07 p.m.
Created at: March 8, 2026, 3:24 p.m.