Triple

T11794149

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cabinet of Ghana	`E280461`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Ministry of Roads and Highways of Ghana The Ministry of Roads and Highways of Ghana is the government body responsible for planning, developing, and maintaining the country’s road and highway infrastructure.	`E946993`	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 Roads and Highways of Ghana | Statement: [Cabinet of Ghana, hasPart, Ministry of Roads and Highways of Ghana]

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

Target entity: Ministry of Roads and Highways of Ghana
Context triple: [Cabinet of Ghana, hasPart, Ministry of Roads and Highways of Ghana]

A. Kenya National Highways Authority
The Kenya National Highways Authority is a state corporation responsible for the development, maintenance, and management of Kenya’s national trunk road network.
B. Ministry of Transport of Côte d’Ivoire
The Ministry of Transport of Côte d’Ivoire is the national government body responsible for formulating and implementing policies related to transportation infrastructure, services, and regulation across the country.
C. 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.
D. Kenyan Ministry of Transport
The Kenyan Ministry of Transport is a government department responsible for formulating and implementing national policies on transportation infrastructure, services, and regulation in Kenya.
E. General Authority for Roads, Bridges and Land Transport
The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
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 Roads and Highways of Ghana
Triple: [Cabinet of Ghana, hasPart, Ministry of Roads and Highways of Ghana]

Generated description

The Ministry of Roads and Highways of Ghana is the government body responsible for planning, developing, and maintaining the country’s road and highway infrastructure.

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

Target entity: Ministry of Roads and Highways of Ghana
Target entity description: The Ministry of Roads and Highways of Ghana is the government body responsible for planning, developing, and maintaining the country’s road and highway infrastructure.

A. Kenya National Highways Authority
The Kenya National Highways Authority is a state corporation responsible for the development, maintenance, and management of Kenya’s national trunk road network.
B. Ministry of Transport of Côte d’Ivoire
The Ministry of Transport of Côte d’Ivoire is the national government body responsible for formulating and implementing policies related to transportation infrastructure, services, and regulation across the country.
C. 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.
D. Kenyan Ministry of Transport
The Kenyan Ministry of Transport is a government department responsible for formulating and implementing national policies on transportation infrastructure, services, and regulation in Kenya.
E. General Authority for Roads, Bridges and Land Transport
The General Authority for Roads, Bridges and Land Transport is an Egyptian governmental body responsible for planning, developing, and managing the country’s road, bridge, and land transport infrastructure.
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.