Triple
T13475285
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Civil Aviation Authority of Malaysia |
E318233
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
Ministry of Transport Malaysia
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.
|
E1043004
|
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 Malaysia | Statement: [Civil Aviation Authority of Malaysia, collaboratesWith, Ministry of Transport Malaysia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Transport Malaysia Context triple: [Civil Aviation Authority of Malaysia, collaboratesWith, Ministry of Transport Malaysia]
-
A.
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.
-
B.
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.
-
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.
Ministry of Federal Territories of Malaysia
The Ministry of Federal Territories of Malaysia is a federal government ministry responsible for the administration, development, and governance of Malaysia’s federal territories, including Kuala Lumpur, Putrajaya, and Labuan.
-
E.
Civil Aviation Authority of Malaysia
The Civil Aviation Authority of Malaysia is the national regulatory body responsible for overseeing and managing civil aviation safety, security, and standards within Malaysia’s airspace.
- 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 Malaysia Triple: [Civil Aviation Authority of Malaysia, collaboratesWith, Ministry of Transport Malaysia]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Transport Malaysia Target entity description: 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.
-
A.
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.
-
B.
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.
-
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.
Ministry of Federal Territories of Malaysia
The Ministry of Federal Territories of Malaysia is a federal government ministry responsible for the administration, development, and governance of Malaysia’s federal territories, including Kuala Lumpur, Putrajaya, and Labuan.
-
E.
Civil Aviation Authority of Malaysia
The Civil Aviation Authority of Malaysia is the national regulatory body responsible for overseeing and managing civil aviation safety, security, and standards within Malaysia’s airspace.
- 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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf2551b48190a074fd256791742d |
completed | April 12, 2026, 2:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7462f94988190a857fa8cd32cdd0a |
completed | May 3, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_69f748dfd4f081908fd5d77fe70f9db4 |
completed | May 3, 2026, 1:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f74965c53081909c662f7f991849bf |
completed | May 3, 2026, 1:11 p.m. |
Created at: April 9, 2026, 9:42 p.m.