Triple

T14399948

Position	Surface form	Disambiguated ID	Type / Status
Subject	Niger national road network	`E357043`	entity
Predicate	managedBy	`P86`	FINISHED
Object	Ministry of Equipment and Transport of Niger The Ministry of Equipment and Transport of Niger is the government body responsible for national transport policy, infrastructure development, and regulation of road and other transport networks across Niger.	`E1098028`	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 Equipment and Transport of Niger | Statement: [Niger national road network, managedBy, Ministry of Equipment and Transport of Niger]

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

Target entity: Ministry of Equipment and Transport of Niger
Context triple: [Niger national road network, managedBy, Ministry of Equipment and Transport of Niger]

A. Ministry of Finance of Niger
The Ministry of Finance of Niger is the national government body responsible for managing the country’s public finances, including budgeting, taxation, and economic and fiscal policy.
B. Ministry of Foreign Affairs of Niger
The Ministry of Foreign Affairs of Niger is the government department responsible for managing the country’s diplomatic relations, foreign policy, and international cooperation.
C. Ministry of Health of Niger
The Ministry of Health of Niger is the national government body responsible for public health policy, healthcare services, and disease prevention across Niger.
D. Government of Niger
The Government of Niger is the central political authority of the Republic of Niger, responsible for administering the state, enforcing laws, and managing domestic and foreign policy.
E. Ministry of Education of Niger
The Ministry of Education of Niger is the national government body responsible for formulating and implementing education policy, managing schools and curricula, and overseeing the country’s overall education system.
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 Equipment and Transport of Niger
Triple: [Niger national road network, managedBy, Ministry of Equipment and Transport of Niger]

Generated description

The Ministry of Equipment and Transport of Niger is the government body responsible for national transport policy, infrastructure development, and regulation of road and other transport networks across Niger.

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

Target entity: Ministry of Equipment and Transport of Niger
Target entity description: The Ministry of Equipment and Transport of Niger is the government body responsible for national transport policy, infrastructure development, and regulation of road and other transport networks across Niger.

A. Ministry of Finance of Niger
The Ministry of Finance of Niger is the national government body responsible for managing the country’s public finances, including budgeting, taxation, and economic and fiscal policy.
B. Ministry of Foreign Affairs of Niger
The Ministry of Foreign Affairs of Niger is the government department responsible for managing the country’s diplomatic relations, foreign policy, and international cooperation.
C. Ministry of Health of Niger
The Ministry of Health of Niger is the national government body responsible for public health policy, healthcare services, and disease prevention across Niger.
D. Government of Niger
The Government of Niger is the central political authority of the Republic of Niger, responsible for administering the state, enforcing laws, and managing domestic and foreign policy.
E. Ministry of Education of Niger
The Ministry of Education of Niger is the national government body responsible for formulating and implementing education policy, managing schools and curricula, and overseeing the country’s overall education system.
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_69d827927c988190ad98bb0360981783`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de9083f9d081908fe5c99655c410b3`	completed	April 14, 2026, 7:07 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd551eb09c8190a102ab452371e5b1`	completed	May 8, 2026, 3:14 a.m.
NEDg	Description generation	`batch_69fd5671340081909d87978be2a5522b`	completed	May 8, 2026, 3:20 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd57a6711881909429bba35ee867c6`	completed	May 8, 2026, 3:25 a.m.

Created at: April 10, 2026, 1:17 a.m.