Triple

T18658421
Position Surface form Disambiguated ID Type / Status
Subject Government of Punjab, Pakistan E456126 entity
Predicate hasAgency P3933 FINISHED
Object Punjab Public Service Commission
The Punjab Public Service Commission is a provincial government body in Pakistan responsible for recruiting civil servants and managing competitive examinations for the Punjab province.
E1335845 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: Punjab Public Service Commission | Statement: [Government of Punjab, Pakistan, hasAgency, Punjab Public Service Commission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Punjab Public Service Commission
Context triple: [Government of Punjab, Pakistan, hasAgency, Punjab Public Service Commission]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. PPSC
    PPSC is the commonly used abbreviation for Pikes Peak State College, a public community college based in Colorado.
  • 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: Punjab Public Service Commission
Triple: [Government of Punjab, Pakistan, hasAgency, Punjab Public Service Commission]
Generated description
The Punjab Public Service Commission is a provincial government body in Pakistan responsible for recruiting civil servants and managing competitive examinations for the Punjab province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Punjab Public Service Commission
Target entity description: The Punjab Public Service Commission is a provincial government body in Pakistan responsible for recruiting civil servants and managing competitive examinations for the Punjab province.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. PPSC
    PPSC is the commonly used abbreviation for Pikes Peak State College, a public community college based in Colorado.
  • 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

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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55087ae8081909cb4c0ce6c809d55 completed April 19, 2026, 10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a051724da8881909e065ba1069ecb6c completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a05193f4cbc8190a0f7bb3fc5247f31 completed May 14, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_6a0519d38a508190bdcfb402f9f75b16 completed May 14, 2026, 12:39 a.m.
Created at: April 10, 2026, 11:48 a.m.