Triple
T11794151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet of Ghana |
E280461
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Ministry of Environment, Science, Technology and Innovation of Ghana
The Ministry of Environment, Science, Technology and Innovation of Ghana is a government ministry responsible for national policy and programs related to environmental protection, scientific research, technological development, and innovation.
|
E946995
|
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: Ministry of Environment, Science, Technology and Innovation of Ghana | Statement: [Cabinet of Ghana, hasPart, Ministry of Environment, Science, Technology and Innovation of Ghana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Environment, Science, Technology and Innovation of Ghana Context triple: [Cabinet of Ghana, hasPart, Ministry of Environment, Science, Technology and Innovation of Ghana]
-
A.
Ministry of Trade and Industry of Ghana
The Ministry of Trade and Industry of Ghana is a government body responsible for formulating and implementing national policies on trade, industry, and private sector development to promote economic growth and industrialization.
-
B.
Ministry of the Interior of Ghana
The Ministry of the Interior of Ghana is the government body responsible for internal security, public safety, immigration, and oversight of key law enforcement and emergency services in Ghana.
-
C.
Ghana Ministry of Education
The Ghana Ministry of Education is the government body responsible for formulating and overseeing national education policies, institutions, and programs across Ghana.
-
D.
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.
-
E.
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.
- 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 Environment, Science, Technology and Innovation of Ghana Triple: [Cabinet of Ghana, hasPart, Ministry of Environment, Science, Technology and Innovation of Ghana]
Generated description
The Ministry of Environment, Science, Technology and Innovation of Ghana is a government ministry responsible for national policy and programs related to environmental protection, scientific research, technological development, and innovation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Environment, Science, Technology and Innovation of Ghana Target entity description: The Ministry of Environment, Science, Technology and Innovation of Ghana is a government ministry responsible for national policy and programs related to environmental protection, scientific research, technological development, and innovation.
-
A.
Ministry of Trade and Industry of Ghana
The Ministry of Trade and Industry of Ghana is a government body responsible for formulating and implementing national policies on trade, industry, and private sector development to promote economic growth and industrialization.
-
B.
Ministry of the Interior of Ghana
The Ministry of the Interior of Ghana is the government body responsible for internal security, public safety, immigration, and oversight of key law enforcement and emergency services in Ghana.
-
C.
Ghana Ministry of Education
The Ghana Ministry of Education is the government body responsible for formulating and overseeing national education policies, institutions, and programs across Ghana.
-
D.
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.
-
E.
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.
- 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5a082d08190a42541396a06ed98 |
completed | April 10, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f09115c66c8190b0a3e775bdf575c1 |
completed | April 28, 2026, 10:51 a.m. |
| NEDg | Description generation | batch_69f0bd40108c8190863a60cf01cc7201 |
completed | April 28, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f0ef7e9f388190b33f6c16abadfde9 |
completed | April 28, 2026, 5:33 p.m. |
Created at: April 8, 2026, 9:42 p.m.