Triple

T3854512

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Oman	`E85379`	entity
Predicate	hasMinistry	`P2820`	FINISHED
Object	Ministry of Transport, Communications and Information Technology (Oman) The Ministry of Transport, Communications and Information Technology (Oman) is the Omani government body responsible for national policies, regulation, and development of the country’s transport infrastructure, telecommunications, and digital technologies.	`E392565`	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 Transport, Communications and Information Technology (Oman) | Statement: [Government of Oman, hasMinistry, Ministry of Transport, Communications and Information Technology (Oman)]

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

Target entity: Ministry of Transport, Communications and Information Technology (Oman)
Context triple: [Government of Oman, hasMinistry, Ministry of Transport, Communications and Information Technology (Oman)]

A. Ministry of Communications of Kuwait
The Ministry of Communications of Kuwait is the government body responsible for overseeing the country’s telecommunications, postal services, and related infrastructure.
B. Ministry of Transport and Communications (Finland)
The Ministry of Transport and Communications (Finland) is a government ministry responsible for national transport policy, infrastructure, and communications and digital services in Finland.
C. Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
D. Public Authority for Civil Aviation of Oman
The Public Authority for Civil Aviation of Oman is the national governmental body responsible for regulating and overseeing civil aviation activities and safety standards within the Sultanate of Oman.
E. Ministry of Transportation and Communications (Taiwan)
The Ministry of Transportation and Communications (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s transportation, infrastructure, and communications policies.
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 Transport, Communications and Information Technology (Oman)
Triple: [Government of Oman, hasMinistry, Ministry of Transport, Communications and Information Technology (Oman)]

Generated description

The Ministry of Transport, Communications and Information Technology (Oman) is the Omani government body responsible for national policies, regulation, and development of the country’s transport infrastructure, telecommunications, and digital technologies.

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

Target entity: Ministry of Transport, Communications and Information Technology (Oman)
Target entity description: The Ministry of Transport, Communications and Information Technology (Oman) is the Omani government body responsible for national policies, regulation, and development of the country’s transport infrastructure, telecommunications, and digital technologies.

A. Ministry of Communications of Kuwait
The Ministry of Communications of Kuwait is the government body responsible for overseeing the country’s telecommunications, postal services, and related infrastructure.
B. Ministry of Transport and Communications (Finland)
The Ministry of Transport and Communications (Finland) is a government ministry responsible for national transport policy, infrastructure, and communications and digital services in Finland.
C. Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
D. Public Authority for Civil Aviation of Oman
The Public Authority for Civil Aviation of Oman is the national governmental body responsible for regulating and overseeing civil aviation activities and safety standards within the Sultanate of Oman.
E. Ministry of Transportation and Communications (Taiwan)
The Ministry of Transportation and Communications (Taiwan) is the central government agency responsible for formulating and implementing Taiwan’s transportation, infrastructure, and communications policies.
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.