Triple

T11510860
Position Surface form Disambiguated ID Type / Status
Subject Provincial Civil Service of Khyber Pakhtunkhwa E272903 entity
Predicate recruitsThrough P28396 FINISHED
Object Khyber Pakhtunkhwa Public Service Commission
The Khyber Pakhtunkhwa Public Service Commission is a provincial government body in Pakistan responsible for conducting competitive examinations and selecting candidates for civil service and other public sector positions in Khyber Pakhtunkhwa.
E930508 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: Khyber Pakhtunkhwa Public Service Commission | Statement: [Provincial Civil Service of Khyber Pakhtunkhwa, recruitsThrough, Khyber Pakhtunkhwa Public Service Commission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khyber Pakhtunkhwa Public Service Commission
Context triple: [Provincial Civil Service of Khyber Pakhtunkhwa, recruitsThrough, Khyber Pakhtunkhwa Public Service Commission]
  • A. Federal Public Service Commission
    The Federal Public Service Commission is Pakistan’s central government body responsible for recruiting civil servants and conducting competitive examinations for federal posts.
  • B. provincial civil service of Khyber Pakhtunkhwa
    The provincial civil service of Khyber Pakhtunkhwa is the permanent administrative bureaucracy responsible for implementing policies, delivering public services, and managing day-to-day governance in Pakistan’s Khyber Pakhtunkhwa province.
  • C. Government of Khyber Pakhtunkhwa
    The Government of Khyber Pakhtunkhwa is the provincial administrative and political authority responsible for governing Pakistan’s Khyber Pakhtunkhwa province, headed by a Chief Minister and a Governor under the framework of the country’s constitution.
  • D. Central Superior Services of Pakistan
    The Central Superior Services of Pakistan is the elite federal bureaucracy responsible for recruiting and training top civil servants who manage key administrative and policy functions across the country.
  • E. Government of Punjab, Pakistan
    The Government of Punjab, Pakistan is the provincial governing authority responsible for administering the Punjab province, including its legislative, executive, and public service functions.
  • 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: Khyber Pakhtunkhwa Public Service Commission
Triple: [Provincial Civil Service of Khyber Pakhtunkhwa, recruitsThrough, Khyber Pakhtunkhwa Public Service Commission]
Generated description
The Khyber Pakhtunkhwa Public Service Commission is a provincial government body in Pakistan responsible for conducting competitive examinations and selecting candidates for civil service and other public sector positions in Khyber Pakhtunkhwa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khyber Pakhtunkhwa Public Service Commission
Target entity description: The Khyber Pakhtunkhwa Public Service Commission is a provincial government body in Pakistan responsible for conducting competitive examinations and selecting candidates for civil service and other public sector positions in Khyber Pakhtunkhwa.
  • A. Federal Public Service Commission
    The Federal Public Service Commission is Pakistan’s central government body responsible for recruiting civil servants and conducting competitive examinations for federal posts.
  • B. provincial civil service of Khyber Pakhtunkhwa
    The provincial civil service of Khyber Pakhtunkhwa is the permanent administrative bureaucracy responsible for implementing policies, delivering public services, and managing day-to-day governance in Pakistan’s Khyber Pakhtunkhwa province.
  • C. Government of Khyber Pakhtunkhwa
    The Government of Khyber Pakhtunkhwa is the provincial administrative and political authority responsible for governing Pakistan’s Khyber Pakhtunkhwa province, headed by a Chief Minister and a Governor under the framework of the country’s constitution.
  • D. Central Superior Services of Pakistan
    The Central Superior Services of Pakistan is the elite federal bureaucracy responsible for recruiting and training top civil servants who manage key administrative and policy functions across the country.
  • E. Government of Punjab, Pakistan
    The Government of Punjab, Pakistan is the provincial governing authority responsible for administering the Punjab province, including its legislative, executive, and public service functions.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: recruitsThrough
Context triple: [Provincial Civil Service of Khyber Pakhtunkhwa, recruitsThrough, Khyber Pakhtunkhwa Public Service Commission]
  • A. recruitsFor chosen
    Indicates that one entity actively seeks out, enlists, or brings in participants, members, or resources on behalf of another entity, such as an organization, event, or cause.
  • B. recruitedAs
    Indicates that one entity has been brought into a role, position, or organization by another through a recruitment process.
  • C. recruitmentFrom
    Indicates that one entity recruits or sources members, employees, or participants from another entity.
  • D. classOfRecruit
    Indicates that one entity is the class, category, or type to which the recruit entity belongs.
  • E. hasRecruitType
    Indicates that an entity is associated with a specific type or category of recruitment.
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d86db65eb081908613a1002c6a4fb4 completed April 10, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e625055dfc81909a87418a3ed40027 completed April 20, 2026, 1:07 p.m.
NEDg Description generation batch_69e62cf44018819094818f11ac653763 completed April 20, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69e674c3a98c8190b32dc6879cb3a5f9 completed April 20, 2026, 6:47 p.m.
PD Predicate disambiguation batch_69d80876e5f0819088cff2e72f773cf6 completed April 9, 2026, 8:13 p.m.
Created at: April 8, 2026, 9:36 p.m.