Triple
T14062588
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Superior Services (CSS) examination |
E338381
|
entity |
| Predicate | usedForRecruitmentTo |
P98
|
FINISHED |
| Object | Pakistan Administrative Service |
E338125
|
NE FINISHED |
How this triple was built (3 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 Administrative Service | Statement: [Central Superior Services (CSS) examination, usedForRecruitmentTo, Pakistan Administrative Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pakistan Administrative Service Context triple: [Central Superior Services (CSS) examination, usedForRecruitmentTo, Pakistan Administrative Service]
-
A.
Pakistan Administrative Service
chosen
The Pakistan Administrative Service is the premier cadre of Pakistan’s civil bureaucracy, whose officers manage key administrative and policy-making functions at federal and provincial levels.
-
B.
Pakistan Civil Service
The Pakistan Civil Service is the elite bureaucratic institution responsible for administering the federal government and implementing state policies in Pakistan.
-
C.
Pakistan Secretariat
Pakistan Secretariat is the principal administrative complex in Islamabad that houses the key ministries and federal government offices of Pakistan.
-
D.
PPSC
PPSC is the commonly used abbreviation for Pikes Peak State College, a public community college based in Colorado.
-
E.
Foreign Service of Pakistan
The Foreign Service of Pakistan is the country's professional diplomatic corps responsible for representing Pakistan’s interests and conducting its foreign relations abroad.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usedForRecruitmentTo Context triple: [Central Superior Services (CSS) examination, usedForRecruitmentTo, Pakistan Administrative Service]
-
A.
usedForcedRecruitment
Indicates that an entity compelled others to join or serve, typically through coercion, threats, or violence, rather than through voluntary enlistment.
-
B.
recruitedAs
Indicates that one entity has been brought into a role, position, or organization by another through a recruitment process.
-
C.
recruitsFor
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.
-
D.
recruitmentFrom
Indicates that one entity recruits or sources members, employees, or participants from another entity.
-
E.
usedFor
chosen
Indicates that one entity serves a purpose, function, or role in accomplishing, enabling, or supporting another entity or activity.
- F. None of above.
Provenance (4 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_69d81c67ba6c819091935650dfb3b895 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de568876308190840361dcaf10bd45 |
completed | April 14, 2026, 3 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7da9414819094d81e5a6ac9fbf9 |
completed | May 7, 2026, 8:36 p.m. |
| PD | Predicate disambiguation | batch_69de05adef888190b023ab42ef5076b6 |
completed | April 14, 2026, 9:15 a.m. |
Created at: April 9, 2026, 10:21 p.m.