Triple

T16937581

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kasbah of Tunis	`E410868`	entity
Predicate	hasNearbyBuilding	`P5648`	FINISHED
Object	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.	`E1241140`	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 of Tunisia | Statement: [Kasbah of Tunis, hasNearbyBuilding, Ministry of Finance of Tunisia]

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

Target entity: Ministry of Finance of Tunisia
Context triple: [Kasbah of Tunis, hasNearbyBuilding, Ministry of Finance of Tunisia]

A. Ministry of Economy and Planning of Tunisia
The Ministry of Economy and Planning of Tunisia is the government body responsible for formulating and coordinating the country’s economic policies, development strategies, and national planning initiatives.
B. Central Bank of Tunisia
The Central Bank of Tunisia is the country’s primary monetary authority, responsible for issuing currency, formulating monetary policy, and overseeing the stability of Tunisia’s financial system.
C. Ministry of Economy and Finance of Morocco
The Ministry of Economy and Finance of Morocco is the government department responsible for designing and implementing the country’s economic, financial, and budgetary policies.
D. Ministry of Finance of Egypt
The Ministry of Finance of Egypt is the cabinet-level government body responsible for formulating and implementing the country’s fiscal policy, managing public finances, and overseeing state revenues and expenditures.
E. National Institute of Statistics of Tunisia
The National Institute of Statistics of Tunisia is the government agency responsible for producing and disseminating official statistical data and economic indicators for Tunisia.
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 of Tunisia
Triple: [Kasbah of Tunis, hasNearbyBuilding, Ministry of Finance of Tunisia]

Generated description

The Ministry of Finance of Tunisia is the government department responsible for managing the country’s public finances, including budgeting, taxation, and economic policy.

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

Target entity: Ministry of Finance of Tunisia
Target entity description: The Ministry of Finance of Tunisia is the government department responsible for managing the country’s public finances, including budgeting, taxation, and economic policy.

A. Ministry of Economy and Planning of Tunisia
The Ministry of Economy and Planning of Tunisia is the government body responsible for formulating and coordinating the country’s economic policies, development strategies, and national planning initiatives.
B. Central Bank of Tunisia
The Central Bank of Tunisia is the country’s primary monetary authority, responsible for issuing currency, formulating monetary policy, and overseeing the stability of Tunisia’s financial system.
C. Ministry of Economy and Finance of Morocco
The Ministry of Economy and Finance of Morocco is the government department responsible for designing and implementing the country’s economic, financial, and budgetary policies.
D. Ministry of Finance of Egypt
The Ministry of Finance of Egypt is the cabinet-level government body responsible for formulating and implementing the country’s fiscal policy, managing public finances, and overseeing state revenues and expenditures.
E. National Institute of Statistics of Tunisia
The National Institute of Statistics of Tunisia is the government agency responsible for producing and disseminating official statistical data and economic indicators for Tunisia.
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_69d886c886688190967be07322597ac9`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3cf2adf448190ab0dbebb3addbd80`	completed	April 18, 2026, 6:36 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00cfe5210c8190873be6ccf2369b34`	completed	May 10, 2026, 6:35 p.m.
NEDg	Description generation	`batch_6a00d0a0852c8190991af93d50fa2216`	completed	May 10, 2026, 6:38 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00d14d13548190bb09408d28ff1ef8`	completed	May 10, 2026, 6:41 p.m.

Created at: April 10, 2026, 5:30 a.m.