Triple
T20860115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal ministries of Malaysia |
E513592
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | Ministry of Transport (Malaysia) |
—
|
NE NERFINISHED |
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 (Malaysia) | Statement: [Federal ministries of Malaysia, hasPart, Ministry of Transport (Malaysia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Transport (Malaysia) Context triple: [Federal ministries of Malaysia, hasPart, Ministry of Transport (Malaysia)]
-
A.
Ministry of Transport Malaysia
chosen
The Ministry of Transport Malaysia is the federal government ministry responsible for national transportation policy, regulation, and infrastructure development across sectors such as aviation, maritime, rail, and road in Malaysia.
-
B.
Malaysian Highway Authority
The Malaysian Highway Authority is a government agency responsible for overseeing, regulating, and managing Malaysia’s expressway network and toll highway concessions.
-
C.
Ministry of Transport (Singapore)
The Ministry of Transport (Singapore) is the national government ministry responsible for planning, regulating, and overseeing Singapore’s land, air, and sea transport systems and infrastructure.
-
D.
Prasarana Malaysia
Prasarana Malaysia is a government-owned public transport company responsible for owning and operating major urban rail and bus services in Malaysia, particularly in the Greater Kuala Lumpur/Klang Valley area.
-
E.
Ministry of Transport and Infocommunications of Brunei Darussalam
The Ministry of Transport and Infocommunications of Brunei Darussalam is a government ministry responsible for national policies, regulation, and development in the transport and information-communications sectors in Brunei.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4f5b01081909452f654d2fc3f50 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c3aba3d0819093431f38f0095a71 |
completed | April 21, 2026, 12:24 a.m. |
Created at: April 16, 2026, 12:44 p.m.