Triple

T21025599

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ministry of Mines, Petroleum and Energy of Côte d’Ivoire	`E517932`	entity
Predicate	uses	`P98`	FINISHED
Object	national hydrocarbons code of Côte d’Ivoire The national hydrocarbons code of Côte d’Ivoire is the legal framework that governs the exploration, production, and management of the country’s oil and gas resources.	`E1464223`	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: national hydrocarbons code of Côte d’Ivoire | Statement: [Ministry of Mines, Petroleum and Energy of Côte d’Ivoire, uses, national hydrocarbons code of Côte d’Ivoire]

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

Target entity: national hydrocarbons code of Côte d’Ivoire
Context triple: [Ministry of Mines, Petroleum and Energy of Côte d’Ivoire, uses, national hydrocarbons code of Côte d’Ivoire]

A. Ministry of Mines, Petroleum and Energy of Côte d’Ivoire
The Ministry of Mines, Petroleum and Energy of Côte d’Ivoire is the national government body responsible for formulating and implementing policies related to mining, hydrocarbons, and energy resources in the country.
B. Constitution of Côte d’Ivoire
The Constitution of Côte d’Ivoire is the supreme legal framework that defines the country’s political system, separation of powers, and fundamental rights of citizens.
C. Ministry of Economy and Finance of Côte d’Ivoire
The Ministry of Economy and Finance of Côte d’Ivoire is the national government body responsible for formulating and implementing the country’s economic, fiscal, and financial policies.
D. 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.
E. Ministry of Agriculture and Rural Development of Côte d’Ivoire
The Ministry of Agriculture and Rural Development of Côte d’Ivoire is the national government body responsible for formulating and implementing policies on agriculture, food production, and rural development in the country.
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: national hydrocarbons code of Côte d’Ivoire
Triple: [Ministry of Mines, Petroleum and Energy of Côte d’Ivoire, uses, national hydrocarbons code of Côte d’Ivoire]

Generated description

The national hydrocarbons code of Côte d’Ivoire is the legal framework that governs the exploration, production, and management of the country’s oil and gas resources.

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

Target entity: national hydrocarbons code of Côte d’Ivoire
Target entity description: The national hydrocarbons code of Côte d’Ivoire is the legal framework that governs the exploration, production, and management of the country’s oil and gas resources.

A. Ministry of Mines, Petroleum and Energy of Côte d’Ivoire
The Ministry of Mines, Petroleum and Energy of Côte d’Ivoire is the national government body responsible for formulating and implementing policies related to mining, hydrocarbons, and energy resources in the country.
B. Constitution of Côte d’Ivoire
The Constitution of Côte d’Ivoire is the supreme legal framework that defines the country’s political system, separation of powers, and fundamental rights of citizens.
C. Ministry of Economy and Finance of Côte d’Ivoire
The Ministry of Economy and Finance of Côte d’Ivoire is the national government body responsible for formulating and implementing the country’s economic, fiscal, and financial policies.
D. 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.
E. Ministry of Agriculture and Rural Development of Côte d’Ivoire
The Ministry of Agriculture and Rural Development of Côte d’Ivoire is the national government body responsible for formulating and implementing policies on agriculture, food production, and rural development in the country.
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_69e0b503275c8190afd9a163f997c709`	completed	April 16, 2026, 10:08 a.m.
NER	Named-entity recognition	`batch_69e6fc7c262c8190bceb8fd26be76983`	completed	April 21, 2026, 4:26 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a09474123ac8190b335000f96df7473`	completed	May 17, 2026, 4:42 a.m.
NEDg	Description generation	`batch_6a09490822ac81909966eb2013ddb837`	completed	May 17, 2026, 4:50 a.m.
NED2	Entity disambiguation (via description)	`batch_6a094a078eb08190857d156dcadf35fc`	completed	May 17, 2026, 4:54 a.m.

Created at: April 16, 2026, 1:55 p.m.