Triple

T14052541
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Administrative Service E338125 entity
Predicate serviceGroup P93846 FINISHED
Object All-Pakistan Service
The All-Pakistan Service is a top-tier civil service cadre in Pakistan whose officers can be posted to key administrative positions across both the federal and provincial governments.
E1078820 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: All-Pakistan Service | Statement: [Pakistan Administrative Service, serviceGroup, All-Pakistan Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: All-Pakistan Service
Context triple: [Pakistan Administrative Service, serviceGroup, All-Pakistan Service]
  • A. 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.
  • B. 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.
  • C. Pakistan Army Services Corps
    The Pakistan Army Services Corps is the branch of the Pakistan Army responsible for providing essential logistics support, including supply, transport, and services to military units.
  • D. Pakistan Frontier Corps
    The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
  • 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: All-Pakistan Service
Triple: [Pakistan Administrative Service, serviceGroup, All-Pakistan Service]
Generated description
The All-Pakistan Service is a top-tier civil service cadre in Pakistan whose officers can be posted to key administrative positions across both the federal and provincial governments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: All-Pakistan Service
Target entity description: The All-Pakistan Service is a top-tier civil service cadre in Pakistan whose officers can be posted to key administrative positions across both the federal and provincial governments.
  • A. 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.
  • B. 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.
  • C. Pakistan Army Services Corps
    The Pakistan Army Services Corps is the branch of the Pakistan Army responsible for providing essential logistics support, including supply, transport, and services to military units.
  • D. Pakistan Frontier Corps
    The Pakistan Frontier Corps is a federal paramilitary force responsible for security, counterinsurgency, and border management in Pakistan’s western provinces.
  • 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
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: serviceGroup
Context triple: [Pakistan Administrative Service, serviceGroup, All-Pakistan Service]
  • A. servesGroup chosen
    Indicates that one entity provides services or functions in support of a particular group or collective.
  • B. serviceBranch
    Indicates the military or organizational branch in which an entity serves or is affiliated.
  • C. serviceComponent
    Indicates that one entity functions as a component or sub-part within the structure or implementation of a larger service.
  • D. serviceIn
    Indicates that one entity serves, operates, or performs its function within the context, scope, or domain of another entity.
  • E. serviceWith
    Indicates that one entity provides or is associated with a particular service offered to or used by another entity.
  • 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_69d81c664e48819088cbd8f433aeffe5 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de3c8bc54c8190a12f0fc056568538 completed April 14, 2026, 1:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb65e63b48190bd5bd4a36cd15396 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc76f99808190945fd3621fc183ff completed May 7, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_69fcc807cdc48190a3b9dd940d17dc83 completed May 7, 2026, 5:12 p.m.
PD Predicate disambiguation batch_69de05adef888190b023ab42ef5076b6 completed April 14, 2026, 9:15 a.m.
Created at: April 9, 2026, 10:20 p.m.