Triple

T2755514

Position	Surface form	Disambiguated ID	Type / Status
Subject	Federal Ministries of Nigeria	`E61090`	entity
Predicate	includes	`P1393`	FINISHED
Object	Federal Ministry of Works The Federal Ministry of Works is a Nigerian government ministry responsible for the planning, construction, and maintenance of federal public infrastructure such as roads and bridges.	`E295730`	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: Federal Ministry of Works | Statement: [Federal Ministries of Nigeria, includes, Federal Ministry of Works]

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

Target entity: Federal Ministry of Works
Context triple: [Federal Ministries of Nigeria, includes, Federal Ministry of Works]

A. Greek Ministry of Public Works
The Greek Ministry of Public Works was a government department responsible for planning, constructing, and maintaining Greece’s public infrastructure, including roads, public buildings, and other major civil works.
B. Federal Ministry of Transport and Digital Infrastructure
The Federal Ministry of Transport and Digital Infrastructure is a German federal government department responsible for national transport policy, infrastructure development, and digital connectivity.
C. Federal Ministry of Finance
The Federal Ministry of Finance is the German federal government department responsible for national fiscal policy, budgeting, taxation, and financial market regulation.
D. Ministry of Technology
The Ministry of Technology was a UK government department responsible for promoting technological innovation and coordinating industrial and scientific policy during the 1960s.
E. Spanish Ministry of Public Works
The Spanish Ministry of Public Works is a government department responsible for national infrastructure, including transportation networks, public works, and related civil engineering projects in Spain.
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: Federal Ministry of Works
Triple: [Federal Ministries of Nigeria, includes, Federal Ministry of Works]

Generated description

The Federal Ministry of Works is a Nigerian government ministry responsible for the planning, construction, and maintenance of federal public infrastructure such as roads and bridges.

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

Target entity: Federal Ministry of Works
Target entity description: The Federal Ministry of Works is a Nigerian government ministry responsible for the planning, construction, and maintenance of federal public infrastructure such as roads and bridges.

A. Greek Ministry of Public Works
The Greek Ministry of Public Works was a government department responsible for planning, constructing, and maintaining Greece’s public infrastructure, including roads, public buildings, and other major civil works.
B. Federal Ministry of Transport and Digital Infrastructure
The Federal Ministry of Transport and Digital Infrastructure is a German federal government department responsible for national transport policy, infrastructure development, and digital connectivity.
C. Federal Ministry of Finance
The Federal Ministry of Finance is the German federal government department responsible for national fiscal policy, budgeting, taxation, and financial market regulation.
D. Ministry of Technology
The Ministry of Technology was a UK government department responsible for promoting technological innovation and coordinating industrial and scientific policy during the 1960s.
E. Spanish Ministry of Public Works
The Spanish Ministry of Public Works is a government department responsible for national infrastructure, including transportation networks, public works, and related civil engineering projects in Spain.
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_69ab4b7a85bc819094a349b84beb1f2c`	completed	March 6, 2026, 9:47 p.m.
NER	Named-entity recognition	`batch_69abdb718f4c8190bfc34c6597163ebc`	completed	March 7, 2026, 8:01 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afbbdd509c8190ac62aa6d50dea3a6`	completed	March 10, 2026, 6:36 a.m.
NEDg	Description generation	`batch_69afbce109f48190be1a31d9300dbee6`	completed	March 10, 2026, 6:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69afbda490ac8190bb12598e26b91677`	completed	March 10, 2026, 6:43 a.m.

Created at: March 6, 2026, 9:56 p.m.