Triple

T9598995

Position	Surface form	Disambiguated ID	Type / Status
Subject	Economy of Morocco	`E231801`	entity
Predicate	fiscalAuthority	`P1003`	FINISHED
Object	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.	`E808720`	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 Economy and Finance of Morocco | Statement: [Economy of Morocco, fiscalAuthority, Ministry of Economy and Finance of Morocco]

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

Target entity: Ministry of Economy and Finance of Morocco
Context triple: [Economy of Morocco, fiscalAuthority, Ministry of Economy and Finance of Morocco]

A. Government of Morocco
The Government of Morocco is the central governing authority of the Kingdom of Morocco, overseeing national policy, public administration, and state-owned enterprises under a constitutional monarchy.
B. Ministry of Finance (Oman)
The Ministry of Finance (Oman) is the central government body responsible for managing Oman’s public finances, including budgeting, fiscal policy, and state revenue and expenditure.
C. Ministry of Culture of Morocco
The Ministry of Culture of Morocco is the government body responsible for preserving, promoting, and regulating the country’s cultural heritage, arts, and institutions.
D. Ministry of Finance of Saudi Arabia
The Ministry of Finance of Saudi Arabia is the government body responsible for managing the kingdom’s public finances, fiscal policy, and economic planning, including key initiatives to modernize and develop the financial sector.
E. Ministry of Economy and Planning of Saudi Arabia
The Ministry of Economy and Planning of Saudi Arabia is the government body responsible for national economic planning and development, playing a central role in shaping and coordinating the Kingdom’s long-term transformation agenda.
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 Economy and Finance of Morocco
Triple: [Economy of Morocco, fiscalAuthority, Ministry of Economy and Finance of Morocco]

Generated description

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.

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

Target entity: Ministry of Economy and Finance of Morocco
Target entity description: 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.

A. Government of Morocco
The Government of Morocco is the central governing authority of the Kingdom of Morocco, overseeing national policy, public administration, and state-owned enterprises under a constitutional monarchy.
B. Ministry of Finance (Oman)
The Ministry of Finance (Oman) is the central government body responsible for managing Oman’s public finances, including budgeting, fiscal policy, and state revenue and expenditure.
C. Ministry of Culture of Morocco
The Ministry of Culture of Morocco is the government body responsible for preserving, promoting, and regulating the country’s cultural heritage, arts, and institutions.
D. Ministry of Finance of Saudi Arabia
The Ministry of Finance of Saudi Arabia is the government body responsible for managing the kingdom’s public finances, fiscal policy, and economic planning, including key initiatives to modernize and develop the financial sector.
E. Ministry of Economy and Planning of Saudi Arabia
The Ministry of Economy and Planning of Saudi Arabia is the government body responsible for national economic planning and development, playing a central role in shaping and coordinating the Kingdom’s long-term transformation agenda.
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_69ca8484838c8190b2049199d22fef70`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cd9a3819608190b3c280f5e1845f85`	completed	April 1, 2026, 10:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d161a4a7ac81909060a929e5489512`	completed	April 4, 2026, 7:08 p.m.
NEDg	Description generation	`batch_69d16387182c8190bd2115dbffb31d5c`	completed	April 4, 2026, 7:16 p.m.
NED2	Entity disambiguation (via description)	`batch_69d163e654388190ba9b617e6fac18ad`	completed	April 4, 2026, 7:17 p.m.

Created at: March 30, 2026, 8:07 p.m.