Triple
T8355758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of Public Works |
E196676
|
entity |
| Predicate | subordinateTo |
P258
|
FINISHED |
| Object | Minister for Public Expenditure, National Development Plan Delivery and Reform |
E431434
|
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: Minister for Public Expenditure, National Development Plan Delivery and Reform | Statement: [Office of Public Works, subordinateTo, Minister for Public Expenditure, National Development Plan Delivery and Reform]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Minister for Public Expenditure, National Development Plan Delivery and Reform Context triple: [Office of Public Works, subordinateTo, Minister for Public Expenditure, National Development Plan Delivery and Reform]
-
A.
Department of Public Expenditure, National Development Plan Delivery and Reform
chosen
The Department of Public Expenditure, National Development Plan Delivery and Reform is an Irish government department responsible for overseeing public spending, implementing the National Development Plan, and driving public sector reform.
-
B.
Minister of Finance and Economic Development
The Minister of Finance and Economic Development is the senior government official responsible for managing Zimbabwe’s national budget, economic policy, and overall financial strategy.
-
C.
Minister of Public Services and Procurement
The Minister of Public Services and Procurement is a Canadian federal cabinet position responsible for overseeing government procurement, real property, and key administrative and support services for federal departments and agencies.
-
D.
Secretary of Budget and Management
The Secretary of Budget and Management is the Philippine government’s chief official responsible for formulating, implementing, and overseeing the national budget and public expenditure policies.
-
E.
Cabinet Secretary for the National Treasury
The Cabinet Secretary for the National Treasury is Kenya’s top government official responsible for national economic policy, public finance management, and 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_69ca82f08b348190bfb7881944bbff6f |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb804a344c819089c0a13fe66e3088 |
completed | March 31, 2026, 8:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc765e5c4819096b5f9129ee416a0 |
completed | April 2, 2026, 1:33 a.m. |
Created at: March 30, 2026, 5:59 p.m.