Triple

T23253647

Position	Surface form	Disambiguated ID	Type / Status
Subject	National Road N1 (Cameroon)	`E581804`	entity
Predicate	administrativeAuthority	`P86`	FINISHED
Object	Ministry of Public Works of Cameroon The Ministry of Public Works of Cameroon is the government department responsible for planning, constructing, and maintaining the country’s public infrastructure, including its national road network.	`E1576915`	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 Public Works of Cameroon | Statement: [National Road N1 (Cameroon), administrativeAuthority, Ministry of Public Works of Cameroon]

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

Target entity: Ministry of Public Works of Cameroon
Context triple: [National Road N1 (Cameroon), administrativeAuthority, Ministry of Public Works of Cameroon]

A. Ministry of Finance of Cameroon
The Ministry of Finance of Cameroon is the government body responsible for managing the country’s public finances, including budgeting, taxation, and economic and financial policy implementation.
B. Ministry of Economy, Planning and Regional Development of Cameroon
The Ministry of Economy, Planning and Regional Development of Cameroon is a central government body responsible for formulating and implementing the country’s economic policy, development planning, and regional development strategies.
C. Prime Minister's Office of Cameroon
The Prime Minister's Office of Cameroon is the central executive body that supports and coordinates the work of the Prime Minister in leading the government and implementing national policy.
D. Ministry of Defense of Cameroon
The Ministry of Defense of Cameroon is the government body responsible for formulating and implementing the country’s defense policy, overseeing the armed forces, and ensuring national security.
E. Ministry of External Relations of Cameroon
The Ministry of External Relations of Cameroon is the government department responsible for managing the country’s foreign policy, international diplomacy, and relations with other states and international organizations.
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 Public Works of Cameroon
Triple: [National Road N1 (Cameroon), administrativeAuthority, Ministry of Public Works of Cameroon]

Generated description

The Ministry of Public Works of Cameroon is the government department responsible for planning, constructing, and maintaining the country’s public infrastructure, including its national road network.

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

Target entity: Ministry of Public Works of Cameroon
Target entity description: The Ministry of Public Works of Cameroon is the government department responsible for planning, constructing, and maintaining the country’s public infrastructure, including its national road network.

A. Ministry of Finance of Cameroon
The Ministry of Finance of Cameroon is the government body responsible for managing the country’s public finances, including budgeting, taxation, and economic and financial policy implementation.
B. Ministry of Economy, Planning and Regional Development of Cameroon
The Ministry of Economy, Planning and Regional Development of Cameroon is a central government body responsible for formulating and implementing the country’s economic policy, development planning, and regional development strategies.
C. Prime Minister's Office of Cameroon
The Prime Minister's Office of Cameroon is the central executive body that supports and coordinates the work of the Prime Minister in leading the government and implementing national policy.
D. Ministry of Defense of Cameroon
The Ministry of Defense of Cameroon is the government body responsible for formulating and implementing the country’s defense policy, overseeing the armed forces, and ensuring national security.
E. Ministry of External Relations of Cameroon
The Ministry of External Relations of Cameroon is the government department responsible for managing the country’s foreign policy, international diplomacy, and relations with other states and international organizations.
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_69e24606b17c81908aba1a4911c8a8ba`	completed	April 17, 2026, 2:39 p.m.
NER	Named-entity recognition	`batch_69f193f9d904819097315c9bf031f667`	completed	April 29, 2026, 5:15 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0c3f6a050c81908242087190a5a42e`	completed	May 19, 2026, 10:46 a.m.
NEDg	Description generation	`batch_6a0c40297d3c8190b366b60cec3dbbf8`	completed	May 19, 2026, 10:49 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0c40ffd67481908931ffc2d91fb02b`	completed	May 19, 2026, 10:52 a.m.

Created at: April 17, 2026, 4:11 p.m.