Triple
T14052805
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CSA Lahore |
E338132
|
entity |
| Predicate | trains |
P788
|
FINISHED |
| Object | Pakistan Audit and Accounts Service officers |
E338128
|
NE FINISHED |
How this triple was built (2 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 Audit and Accounts Service officers | Statement: [CSA Lahore, trains, Pakistan Audit and Accounts Service officers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pakistan Audit and Accounts Service officers Context triple: [CSA Lahore, trains, Pakistan Audit and Accounts Service officers]
-
A.
Pakistan Audit and Accounts Service
chosen
The Pakistan Audit and Accounts Service is a specialized civil service cadre responsible for managing public sector accounting and auditing functions across federal and provincial governments in Pakistan.
-
B.
Auditor-General of Pakistan
The Auditor-General of Pakistan is the supreme audit institution of the country, responsible for independently auditing public accounts and ensuring financial accountability of the federal and provincial governments.
-
C.
Pakistan Administrative Service
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.
-
D.
Ministry of Finance (Pakistan)
The Ministry of Finance (Pakistan) is the federal government body responsible for managing the country’s public finances, economic policy, and budgetary affairs.
-
E.
Pakistan Civil Service
The Pakistan Civil Service is the elite bureaucratic institution responsible for administering the federal government and implementing state policies in Pakistan.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: April 9, 2026, 10:20 p.m.