Triple

T11794152

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cabinet of Ghana	`E280461`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Ministry of Works and Housing of Ghana The Ministry of Works and Housing of Ghana is a government ministry responsible for national policy, planning, and implementation in the areas of public infrastructure, construction, and housing development.	`E946996`	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 Works and Housing of Ghana | Statement: [Cabinet of Ghana, hasPart, Ministry of Works and Housing of Ghana]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Ministry of Works and Housing of Ghana
Context triple: [Cabinet of Ghana, hasPart, Ministry of Works and Housing of Ghana]

A. 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.
B. 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.
C. 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.
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. Cabinet of Ghana
The Cabinet of Ghana is the central decision-making body of senior government ministers that advises the President and directs national executive 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 Works and Housing of Ghana
Triple: [Cabinet of Ghana, hasPart, Ministry of Works and Housing of Ghana]

Generated description

The Ministry of Works and Housing of Ghana is a government ministry responsible for national policy, planning, and implementation in the areas of public infrastructure, construction, and housing development.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Ministry of Works and Housing of Ghana
Target entity description: The Ministry of Works and Housing of Ghana is a government ministry responsible for national policy, planning, and implementation in the areas of public infrastructure, construction, and housing development.

A. 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.
B. 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.
C. 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.
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. Cabinet of Ghana
The Cabinet of Ghana is the central decision-making body of senior government ministers that advises the President and directs national executive policy.
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.