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.