Triple
T14052680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pakistan Audit and Accounts Service |
E338128
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object | Ministry of Finance Pakistan |
E700854
|
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: Ministry of Finance Pakistan | Statement: [Pakistan Audit and Accounts Service, worksWith, Ministry of Finance Pakistan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Finance Pakistan Context triple: [Pakistan Audit and Accounts Service, worksWith, Ministry of Finance Pakistan]
-
A.
Ministry of Finance (Pakistan)
chosen
The Ministry of Finance (Pakistan) is the federal government body responsible for managing the country’s public finances, economic policy, and budgetary affairs.
-
B.
Sindh Finance Department
The Sindh Finance Department is the provincial government body responsible for managing public finances, budgeting, and fiscal policy in Pakistan’s Sindh province.
-
C.
Department of Finance, Punjab
The Department of Finance, Punjab is the state government ministry responsible for managing Punjab’s public finances, including budgeting, expenditure control, and fiscal policy.
-
D.
Ministry of Finance of Afghanistan
The Ministry of Finance of Afghanistan is the national government body responsible for managing the country’s public finances, including budgeting, revenue collection, and fiscal policy.
-
E.
Ministry of Finance
The Ministry of Finance is the Government of India’s key economic ministry responsible for managing public finances, taxation, economic policy, and the preparation of the national budget.
- 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.