Triple

T3854513

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Oman	`E85379`	entity
Predicate	hasMinistry	`P2820`	FINISHED
Object	Ministry of Housing and Urban Planning (Oman) The Ministry of Housing and Urban Planning (Oman) is the Omani government body responsible for national housing policy, urban development, land management, and spatial planning across the Sultanate.	`E392566`	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 Housing and Urban Planning (Oman) | Statement: [Government of Oman, hasMinistry, Ministry of Housing and Urban Planning (Oman)]

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

Target entity: Ministry of Housing and Urban Planning (Oman)
Context triple: [Government of Oman, hasMinistry, Ministry of Housing and Urban Planning (Oman)]

A. Saudi Ministry of Municipal and Rural Affairs and Housing
The Saudi Ministry of Municipal and Rural Affairs and Housing is a government body responsible for overseeing urban planning, municipal services, rural development, and housing policies across Saudi Arabia.
B. Government of Oman
The Government of Oman is the sovereign authority of the Sultanate of Oman, overseeing national governance, economic policy, and state-owned enterprises.
C. Ajman Municipality and Planning Department
Ajman Municipality and Planning Department is the local government body responsible for urban planning, public services, and municipal regulation in the Emirate of Ajman in the United Arab Emirates.
D. 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.
E. Ministry of Foreign Affairs of Oman
The Ministry of Foreign Affairs of Oman is the government body responsible for managing the Sultanate’s international relations, diplomacy, and foreign policy.
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 Housing and Urban Planning (Oman)
Triple: [Government of Oman, hasMinistry, Ministry of Housing and Urban Planning (Oman)]

Generated description

The Ministry of Housing and Urban Planning (Oman) is the Omani government body responsible for national housing policy, urban development, land management, and spatial planning across the Sultanate.

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

Target entity: Ministry of Housing and Urban Planning (Oman)
Target entity description: The Ministry of Housing and Urban Planning (Oman) is the Omani government body responsible for national housing policy, urban development, land management, and spatial planning across the Sultanate.

A. Saudi Ministry of Municipal and Rural Affairs and Housing
The Saudi Ministry of Municipal and Rural Affairs and Housing is a government body responsible for overseeing urban planning, municipal services, rural development, and housing policies across Saudi Arabia.
B. Government of Oman
The Government of Oman is the sovereign authority of the Sultanate of Oman, overseeing national governance, economic policy, and state-owned enterprises.
C. Ajman Municipality and Planning Department
Ajman Municipality and Planning Department is the local government body responsible for urban planning, public services, and municipal regulation in the Emirate of Ajman in the United Arab Emirates.
D. 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.
E. Ministry of Foreign Affairs of Oman
The Ministry of Foreign Affairs of Oman is the government body responsible for managing the Sultanate’s international relations, diplomacy, and foreign policy.
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_69aed936de1c81908f91bed80f70abb2`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aeec05ec4c8190bd5e5463163712dc`	completed	March 9, 2026, 3:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5041c7250819093b2743afeb6e36c`	completed	March 14, 2026, 6:45 a.m.
NEDg	Description generation	`batch_69b504c46dcc8190a9775c39e5c734a9`	completed	March 14, 2026, 6:48 a.m.
NED2	Entity disambiguation (via description)	`batch_69b505742830819093a861bde17c03c0`	completed	March 14, 2026, 6:51 a.m.

Created at: March 9, 2026, 3:19 p.m.