Triple
T23254785
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ASEAN Ministers of Transport |
E581835
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Malaysia Minister of Transport |
—
|
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: Malaysia Minister of Transport | Statement: [ASEAN Ministers of Transport, hasMember, Malaysia Minister of Transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malaysia Minister of Transport Context triple: [ASEAN Ministers of Transport, hasMember, Malaysia Minister of Transport]
-
A.
Minister for Transport
chosen
The Minister for Transport is a government cabinet position responsible for overseeing a jurisdiction’s transport systems, infrastructure, and related agencies.
-
B.
Minister of Home Affairs (Malaysia)
The Minister of Home Affairs (Malaysia) is a senior cabinet position responsible for internal security, public order, immigration, and domestic policy enforcement across the country.
-
C.
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.
-
D.
Minister of Finance (Malaysia)
The Minister of Finance (Malaysia) is the senior government official responsible for overseeing the country’s fiscal policy, national budget, taxation, and overall financial and economic management.
-
E.
Minister of Education of Malaysia
The Minister of Education of Malaysia is the cabinet-level government official responsible for overseeing the country’s national education system, policies, and institutions.
- 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_69e246079f58819085eaa9c260906880 |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193fadac881908579b5729718ee41 |
completed | April 29, 2026, 5:15 a.m. |
Created at: April 17, 2026, 4:11 p.m.