Triple

T10042266

Position	Surface form	Disambiguated ID	Type / Status
Subject	Malian Ministry of Security and Civil Protection	`E205322`	entity
Predicate	worksWith	`P398`	FINISHED
Object	Malian Ministry of Territorial Administration The Malian Ministry of Territorial Administration is a government body responsible for overseeing local governance, administrative organization of the territory, and the coordination of regional and municipal authorities in Mali.	`E837565`	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: Malian Ministry of Territorial Administration | Statement: [Malian Ministry of Security and Civil Protection, worksWith, Malian Ministry of Territorial Administration]

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

Target entity: Malian Ministry of Territorial Administration
Context triple: [Malian Ministry of Security and Civil Protection, worksWith, Malian Ministry of Territorial Administration]

A. Malian Ministry of Justice
The Malian Ministry of Justice is the government body responsible for overseeing the judicial system, legal affairs, and justice sector reforms in Mali.
B. Malian Ministry of Security and Civil Protection
The Malian Ministry of Security and Civil Protection is the government body responsible for internal security, law enforcement, and disaster risk management in Mali.
C. Government of Mali
The Government of Mali is the central political authority of the Republic of Mali, responsible for administering the country, maintaining security, and managing relations with various internal groups and international partners.
D. Ministry of Defence of Mali
The Ministry of Defence of Mali is the government department responsible for formulating and implementing Mali’s national defense policy and overseeing its armed forces.
E. Ministry of Education of Mali
The Ministry of Education of Mali is the government body responsible for formulating and implementing national education policies, overseeing schools and curricula, and promoting educational development across 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: Malian Ministry of Territorial Administration
Triple: [Malian Ministry of Security and Civil Protection, worksWith, Malian Ministry of Territorial Administration]

Generated description

The Malian Ministry of Territorial Administration is a government body responsible for overseeing local governance, administrative organization of the territory, and the coordination of regional and municipal authorities in Mali.

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

Target entity: Malian Ministry of Territorial Administration
Target entity description: The Malian Ministry of Territorial Administration is a government body responsible for overseeing local governance, administrative organization of the territory, and the coordination of regional and municipal authorities in Mali.

A. Malian Ministry of Justice
The Malian Ministry of Justice is the government body responsible for overseeing the judicial system, legal affairs, and justice sector reforms in Mali.
B. Malian Ministry of Security and Civil Protection
The Malian Ministry of Security and Civil Protection is the government body responsible for internal security, law enforcement, and disaster risk management in Mali.
C. Government of Mali
The Government of Mali is the central political authority of the Republic of Mali, responsible for administering the country, maintaining security, and managing relations with various internal groups and international partners.
D. Ministry of Defence of Mali
The Ministry of Defence of Mali is the government department responsible for formulating and implementing Mali’s national defense policy and overseeing its armed forces.
E. Ministry of Education of Mali
The Ministry of Education of Mali is the government body responsible for formulating and implementing national education policies, overseeing schools and curricula, and promoting educational development across 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_69ca834f70e88190b2d74828b7767ec1`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cdcee48d8c8190af7c93b60f8ca7cb`	completed	April 2, 2026, 2:05 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d28278235c8190a5e833a9586bd3f5`	completed	April 5, 2026, 3:40 p.m.
NEDg	Description generation	`batch_69d28391f8fc8190964cdccaf5625617`	completed	April 5, 2026, 3:45 p.m.
NED2	Entity disambiguation (via description)	`batch_69d284604dc88190b452ee847d3390dd`	completed	April 5, 2026, 3:48 p.m.

Created at: March 30, 2026, 8:55 p.m.