Triple
T23254781
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ASEAN Ministers of Transport |
E581835
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Brunei Darussalam Minister of Transport |
E949982
|
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: Brunei Darussalam Minister of Transport | Statement: [ASEAN Ministers of Transport, hasMember, Brunei Darussalam Minister of Transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brunei Darussalam Minister of Transport Context triple: [ASEAN Ministers of Transport, hasMember, Brunei Darussalam Minister of Transport]
-
A.
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.
-
B.
Prime Minister’s Office of Brunei
The Prime Minister’s Office of Brunei is a central government body that supports the Sultan and Crown Prince in executive administration, policy coordination, and national governance.
-
C.
ASEAN Ministers of Transport
The ASEAN Ministers of Transport is a regional body comprising the transport ministers of Southeast Asian nations that coordinates and formulates policies to enhance connectivity, infrastructure, and transport cooperation across the ASEAN region.
-
D.
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.
-
E.
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.
- 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_69e246079f58819085eaa9c260906880 |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193fadac881908579b5729718ee41 |
completed | April 29, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f6a050c81908242087190a5a42e |
completed | May 19, 2026, 10:46 a.m. |
Created at: April 17, 2026, 4:11 p.m.