Triple
T16175995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Transport, Communications and Information Technology (Oman) |
E392565
|
entity |
| Predicate | formerlyKnownAs |
P65
|
FINISHED |
| Object | Ministry of Transport and Communications (Oman) |
E392565
|
NE FINISHED |
How this triple was built (2 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 and Communications (Oman) | Statement: [Ministry of Transport, Communications and Information Technology (Oman), formerlyKnownAs, Ministry of Transport and Communications (Oman)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Transport and Communications (Oman) Context triple: [Ministry of Transport, Communications and Information Technology (Oman), formerlyKnownAs, Ministry of Transport and Communications (Oman)]
-
A.
Ministry of Transport, Communications and Information Technology (Oman)
chosen
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.
-
B.
Ministry of Transportation and Telecommunications (Bahrain)
The Ministry of Transportation and Telecommunications (Bahrain) is the Bahraini government ministry responsible for regulating and developing the country’s transport infrastructure and telecommunications sector.
-
C.
Ministry of Energy and Minerals (Oman)
The Ministry of Energy and Minerals (Oman) is the Omani government body responsible for formulating and implementing national policies related to energy resources and mineral development.
-
D.
Ministry of Transport and Logistics Services of Saudi Arabia
The Ministry of Transport and Logistics Services of Saudi Arabia is the government body responsible for planning, regulating, and developing the Kingdom’s transport and logistics sectors to support national economic and industrial growth.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21ebb7d048190beba4b584f87d5b0 |
completed | April 17, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7bfc3ac819082596cc533c5faa4 |
completed | May 10, 2026, 3:13 a.m. |
Created at: April 10, 2026, 5:02 a.m.