Triple
T2535767
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of Ghana |
E56264
|
entity |
| Predicate | fiscalAuthority |
P1003
|
FINISHED |
| Object |
Ministry of Finance of Ghana
The Ministry of Finance of Ghana is the central government body responsible for managing the country’s public finances, including budgeting, economic policy, and financial regulation.
|
E274015
|
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: Ministry of Finance of Ghana | Statement: [Government of Ghana, fiscalAuthority, Ministry of Finance of Ghana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Finance of Ghana Context triple: [Government of Ghana, fiscalAuthority, Ministry of Finance of Ghana]
-
A.
Government of Ghana
The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
-
B.
Bank of Ghana
The Bank of Ghana is the central bank of Ghana, responsible for formulating monetary policy, issuing the national currency, and regulating the country’s banking sector.
-
C.
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.
-
D.
Ministry of Finance of Egypt
The Ministry of Finance of Egypt is the cabinet-level government body responsible for formulating and implementing the country’s fiscal policy, managing public finances, and overseeing state revenues and expenditures.
-
E.
Kenyan Ministry of Finance
The Kenyan Ministry of Finance is the government department responsible for managing Kenya’s public finances, including budgeting, taxation, and economic policy.
- 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: Ministry of Finance of Ghana Triple: [Government of Ghana, fiscalAuthority, Ministry of Finance of Ghana]
Generated description
The Ministry of Finance of Ghana is the central government body responsible for managing the country’s public finances, including budgeting, economic policy, and financial regulation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Finance of Ghana Target entity description: The Ministry of Finance of Ghana is the central government body responsible for managing the country’s public finances, including budgeting, economic policy, and financial regulation.
-
A.
Government of Ghana
The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
-
B.
Bank of Ghana
The Bank of Ghana is the central bank of Ghana, responsible for formulating monetary policy, issuing the national currency, and regulating the country’s banking sector.
-
C.
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.
-
D.
Ministry of Finance of Egypt
The Ministry of Finance of Egypt is the cabinet-level government body responsible for formulating and implementing the country’s fiscal policy, managing public finances, and overseeing state revenues and expenditures.
-
E.
Kenyan Ministry of Finance
The Kenyan Ministry of Finance is the government department responsible for managing Kenya’s public finances, including budgeting, taxation, and economic policy.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: fiscalAuthority Context triple: [Government of Ghana, fiscalAuthority, Ministry of Finance of Ghana]
-
A.
fiscalIssue
Indicates a relationship where an entity is involved in, affected by, or associated with a financial or budgetary problem, concern, or matter.
-
B.
financeMinister
Indicates that one entity serves as the finance minister (or equivalent chief financial/government budget official) of another entity, typically a country or jurisdiction.
-
C.
budgetAuthority
chosen
Indicates that an entity has the formal power or authorization to allocate, commit, or control the use of financial resources for another entity or activity.
-
D.
budgetaryAuthorityWith
Indicates that one entity has formal control or decision-making power over the allocation and use of another entity’s financial resources.
-
E.
sovereignGovernment
Indicates that a government possesses ultimate authority and independence over a defined territory, free from external control.
- 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_69ab4a49b6508190bc467fbef4bac334 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd64a2194819097c66cbeb37fe859 |
completed | March 7, 2026, 7:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2bbf248481908f588bc1cf46d168 |
completed | March 9, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69af43444ba481909311e86f5ab3a2c9 |
completed | March 9, 2026, 10:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af43a2055c8190906a984afe0298c9 |
completed | March 9, 2026, 10:03 p.m. |
| PD | Predicate disambiguation | batch_69abd0c4a5dc819097812db50443420a |
completed | March 7, 2026, 7:16 a.m. |
Created at: March 6, 2026, 9:47 p.m.