Triple

T3653153
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Army E77467 entity
Predicate hasSignalsCorps P4206 FINISHED
Object Pakistan Army Corps of Signals
The Pakistan Army Corps of Signals is the branch of the Pakistan Army responsible for military communications, information technology, and electronic warfare support.
E375696 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 Corps of Signals | Statement: [Pakistan Army, hasSignalsCorps, Pakistan Army Corps of Signals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pakistan Army Corps of Signals
Context triple: [Pakistan Army, hasSignalsCorps, Pakistan Army Corps of Signals]
  • A. Indian Signal Corps
    The Indian Signal Corps was a specialized communications branch of the British Indian Army responsible for military signaling, telegraphy, and later wireless communications across the subcontinent and overseas operations.
  • B. Pakistan Frontier Corps
    The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
  • C. Intelligence Corps
    The Intelligence Corps is a specialist branch of the British Army responsible for gathering, analyzing, and disseminating military intelligence to support operations and decision-making.
  • D. Inter-Services Intelligence
    Inter-Services Intelligence is Pakistan’s premier military intelligence agency, known for its extensive role in regional security, covert operations, and influence over Afghan and South Asian affairs.
  • E. Pakistan Army General Headquarters (GHQ)
    Pakistan Army General Headquarters (GHQ) is the central command and administrative hub of the Pakistan Army, overseeing its strategic planning, operations, and organizational management.
  • 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 Corps of Signals
Triple: [Pakistan Army, hasSignalsCorps, Pakistan Army Corps of Signals]
Generated description
The Pakistan Army Corps of Signals is the branch of the Pakistan Army responsible for military communications, information technology, and electronic warfare support.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pakistan Army Corps of Signals
Target entity description: The Pakistan Army Corps of Signals is the branch of the Pakistan Army responsible for military communications, information technology, and electronic warfare support.
  • A. Indian Signal Corps
    The Indian Signal Corps was a specialized communications branch of the British Indian Army responsible for military signaling, telegraphy, and later wireless communications across the subcontinent and overseas operations.
  • B. Pakistan Frontier Corps
    The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
  • C. Intelligence Corps
    The Intelligence Corps is a specialist branch of the British Army responsible for gathering, analyzing, and disseminating military intelligence to support operations and decision-making.
  • D. Inter-Services Intelligence
    Inter-Services Intelligence is Pakistan’s premier military intelligence agency, known for its extensive role in regional security, covert operations, and influence over Afghan and South Asian affairs.
  • E. Pakistan Army General Headquarters (GHQ)
    Pakistan Army General Headquarters (GHQ) is the central command and administrative hub of the Pakistan Army, overseeing its strategic planning, operations, and organizational management.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSignalsCorps
Context triple: [Pakistan Army, hasSignalsCorps, Pakistan Army Corps of Signals]
  • A. militarySignal
    Indicates a relationship where one party sends or uses a signal for military or defense-related purposes toward another party or target.
  • B. corpsMarch
    Indicates that a military corps is performing the action of marching.
  • C. hasMilitaryDivision chosen
    Indicates that an entity possesses, includes, or is organizationally associated with a specific military division.
  • D. hasMilitaryAssociation
    Indicates a relationship in which an entity is connected or affiliated with a military organization, activity, or function.
  • E. hasBattalion
    Indicates that one entity possesses, commands, or is organizationally assigned a specific battalion.
  • 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_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.
Created at: March 8, 2026, 3:24 p.m.