Triple

T12380522

Position	Surface form	Disambiguated ID	Type / Status
Subject	Federal Ministry of Transportation (Nigeria)	`E295731`	entity
Predicate	coordinatesWith	`P1140`	FINISHED
Object	Federal Ministry of Works and Housing (Nigeria) The Federal Ministry of Works and Housing (Nigeria) is a national government ministry responsible for formulating and implementing policies on public infrastructure, including federal roads, public buildings, and housing development across the country.	`E978715`	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 and Housing (Nigeria) | Statement: [Federal Ministry of Transportation (Nigeria), coordinatesWith, Federal Ministry of Works and Housing (Nigeria)]

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

Target entity: Federal Ministry of Works and Housing (Nigeria)
Context triple: [Federal Ministry of Transportation (Nigeria), coordinatesWith, Federal Ministry of Works and Housing (Nigeria)]

A. Ministry of Interior of Nigeria
The Ministry of Interior of Nigeria is the federal government ministry responsible for internal security, immigration, citizenship, and the management of national civil affairs.
B. Federal Ministry of Education, Nigeria
The Federal Ministry of Education, Nigeria is the national government body responsible for formulating and implementing education policies, standards, and programs across all levels of the Nigerian education system.
C. Federal Ministry of Defence (Nigeria)
The Federal Ministry of Defence (Nigeria) is the national government body responsible for formulating and implementing defence policy and administering Nigeria’s military establishment.
D. Nigerien Ministry of Interior
The Nigerien Ministry of Interior is the government body responsible for internal security, public order, and administration within Niger.
E. Federal Ministry of Transportation of Nigeria
The Federal Ministry of Transportation of Nigeria is the national government body responsible for formulating and implementing policies, regulations, and infrastructure development for the country’s transportation sectors, including maritime, rail, road, and aviation.
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 and Housing (Nigeria)
Triple: [Federal Ministry of Transportation (Nigeria), coordinatesWith, Federal Ministry of Works and Housing (Nigeria)]

Generated description

The Federal Ministry of Works and Housing (Nigeria) is a national government ministry responsible for formulating and implementing policies on public infrastructure, including federal roads, public buildings, and housing development across the country.

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

Target entity: Federal Ministry of Works and Housing (Nigeria)
Target entity description: The Federal Ministry of Works and Housing (Nigeria) is a national government ministry responsible for formulating and implementing policies on public infrastructure, including federal roads, public buildings, and housing development across the country.

A. Ministry of Interior of Nigeria
The Ministry of Interior of Nigeria is the federal government ministry responsible for internal security, immigration, citizenship, and the management of national civil affairs.
B. Federal Ministry of Education, Nigeria
The Federal Ministry of Education, Nigeria is the national government body responsible for formulating and implementing education policies, standards, and programs across all levels of the Nigerian education system.
C. Federal Ministry of Defence (Nigeria)
The Federal Ministry of Defence (Nigeria) is the national government body responsible for formulating and implementing defence policy and administering Nigeria’s military establishment.
D. Nigerien Ministry of Interior
The Nigerien Ministry of Interior is the government body responsible for internal security, public order, and administration within Niger.
E. Federal Ministry of Transportation of Nigeria
The Federal Ministry of Transportation of Nigeria is the national government body responsible for formulating and implementing policies, regulations, and infrastructure development for the country’s transportation sectors, including maritime, rail, road, and aviation.
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_69d6ad9e653c8190b1473c860ee53dae`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d93fb9eca48190aa6612ffc5ed0df2`	completed	April 10, 2026, 6:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f62ac5b46c81908d419e09f5629c37`	completed	May 2, 2026, 4:48 p.m.
NEDg	Description generation	`batch_69f62c57a26081908d6903906f6e04f0`	completed	May 2, 2026, 4:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69f62d13237881908b7c2dca173e20cf`	completed	May 2, 2026, 4:57 p.m.

Created at: April 8, 2026, 9:54 p.m.