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.