Triple
T11555832
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Finance of Ghana |
E274015
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Ghana Revenue Authority
The Ghana Revenue Authority is the government agency responsible for assessing, collecting, and accounting for tax and customs revenues in Ghana.
|
E932891
|
NE FINISHED |
How this triple was built (4 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: Ghana Revenue Authority | Statement: [Ministry of Finance of Ghana, collaboratesWith, Ghana Revenue Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghana Revenue Authority Context triple: [Ministry of Finance of Ghana, collaboratesWith, Ghana Revenue Authority]
-
A.
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.
-
B.
Kenya Revenue Authority
The Kenya Revenue Authority is the national government agency responsible for assessing, collecting, and accounting for tax revenues in Kenya.
-
C.
Ghana Ports and Harbours Authority
The Ghana Ports and Harbours Authority is the state agency responsible for managing and regulating Ghana’s seaports and related maritime infrastructure.
-
D.
Federal Inland Revenue Service
The Federal Inland Revenue Service is Nigeria’s federal tax authority responsible for assessing, collecting, and accounting for taxes and other revenues on behalf of the government.
-
E.
South African Revenue Service
The South African Revenue Service is the government agency responsible for administering the country’s tax system and customs services.
- 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: Ghana Revenue Authority Triple: [Ministry of Finance of Ghana, collaboratesWith, Ghana Revenue Authority]
Generated description
The Ghana Revenue Authority is the government agency responsible for assessing, collecting, and accounting for tax and customs revenues in Ghana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghana Revenue Authority Target entity description: The Ghana Revenue Authority is the government agency responsible for assessing, collecting, and accounting for tax and customs revenues in Ghana.
-
A.
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.
-
B.
Kenya Revenue Authority
The Kenya Revenue Authority is the national government agency responsible for assessing, collecting, and accounting for tax revenues in Kenya.
-
C.
Ghana Ports and Harbours Authority
The Ghana Ports and Harbours Authority is the state agency responsible for managing and regulating Ghana’s seaports and related maritime infrastructure.
-
D.
Federal Inland Revenue Service
The Federal Inland Revenue Service is Nigeria’s federal tax authority responsible for assessing, collecting, and accounting for taxes and other revenues on behalf of the government.
-
E.
South African Revenue Service
The South African Revenue Service is the government agency responsible for administering the country’s tax system and customs services.
- F. None of above. chosen
Provenance (5 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_69d6aae4dfa48190a3ab0b19a159a3c5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d88a86be308190973fea5d7db8ba9d |
completed | April 10, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6e865c3008190bc2f04a1048f2fed |
completed | April 21, 2026, 3 a.m. |
| NEDg | Description generation | batch_69e6ef93e7d88190af3853b82de23c1b |
completed | April 21, 2026, 3:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6f9144afc819081ee7f78e32ad39a |
completed | April 21, 2026, 4:12 a.m. |
Created at: April 8, 2026, 9:37 p.m.