Triple

T17200222

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Chad	`E417454`	entity
Predicate	hasMinistry	`P2820`	FINISHED
Object	Ministry of Finance and Budget of Chad The Ministry of Finance and Budget of Chad is the national government body responsible for managing public finances, formulating fiscal policy, and overseeing the state budget and revenue collection in Chad.	`E1255274`	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 Finance and Budget of Chad | Statement: [Government of Chad, hasMinistry, Ministry of Finance and Budget of Chad]

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

Target entity: Ministry of Finance and Budget of Chad
Context triple: [Government of Chad, hasMinistry, Ministry of Finance and Budget of Chad]

A. Government of Chad
The Government of Chad is the central political authority of the Republic of Chad, responsible for administering the state, implementing laws, and managing domestic and foreign policy in this landlocked Central African nation.
B. 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.
C. 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.
D. Ministry of Finance of Tunisia
The Ministry of Finance of Tunisia is the government department responsible for managing the country’s public finances, including budgeting, taxation, and economic policy.
E. Presidential Palace of Chad
The Presidential Palace of Chad is the official residence and main executive headquarters of the President of Chad, located in the capital city, N'Djamena.
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 Finance and Budget of Chad
Triple: [Government of Chad, hasMinistry, Ministry of Finance and Budget of Chad]

Generated description

The Ministry of Finance and Budget of Chad is the national government body responsible for managing public finances, formulating fiscal policy, and overseeing the state budget and revenue collection in Chad.

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

Target entity: Ministry of Finance and Budget of Chad
Target entity description: The Ministry of Finance and Budget of Chad is the national government body responsible for managing public finances, formulating fiscal policy, and overseeing the state budget and revenue collection in Chad.

A. Government of Chad
The Government of Chad is the central political authority of the Republic of Chad, responsible for administering the state, implementing laws, and managing domestic and foreign policy in this landlocked Central African nation.
B. 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.
C. 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.
D. Ministry of Finance of Tunisia
The Ministry of Finance of Tunisia is the government department responsible for managing the country’s public finances, including budgeting, taxation, and economic policy.
E. Presidential Palace of Chad
The Presidential Palace of Chad is the official residence and main executive headquarters of the President of Chad, located in the capital city, N'Djamena.
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_69d886d6ba8c819093215917b3d01689`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e42daddcd08190a82f36c940bf3f7b`	completed	April 19, 2026, 1:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a015fda06788190882aef1a57356e41`	completed	May 11, 2026, 4:49 a.m.
NEDg	Description generation	`batch_6a0160a0f8248190bc187ea121ea6753`	completed	May 11, 2026, 4:52 a.m.
NED2	Entity disambiguation (via description)	`batch_6a016127c0388190a2a869a46f13b3d1`	completed	May 11, 2026, 4:55 a.m.

Created at: April 10, 2026, 5:38 a.m.