Triple
T15938406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RMAF Subang Air Base |
E386497
|
entity |
| Predicate | location |
P40
|
FINISHED |
| Object | Subang, Selangor, Malaysia |
E924826
|
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: Subang, Selangor, Malaysia | Statement: [RMAF Subang Air Base, location, Subang, Selangor, Malaysia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Subang, Selangor, Malaysia Context triple: [RMAF Subang Air Base, location, Subang, Selangor, Malaysia]
-
A.
Subang, Malaysia
chosen
Subang, Malaysia is an industrial and suburban area near Kuala Lumpur known for its aviation, aerospace, and manufacturing activities, including major aircraft component facilities.
-
B.
Serdang, Selangor, Malaysia
Serdang is a suburban town in the state of Selangor, Malaysia, known as an educational and research hub within the Klang Valley metropolitan area.
-
C.
Bintulu, Sarawak, Malaysia
Bintulu is a coastal industrial town in northern Sarawak, Malaysia, known for its liquefied natural gas (LNG) industry and role as a regional economic hub on the island of Borneo.
-
D.
Miri, Sarawak, Malaysia
Miri, Sarawak, Malaysia is a coastal city on the island of Borneo known for its role in the country’s early petroleum industry and as a gateway to nearby national parks and natural attractions.
-
E.
Sepang District
Sepang District is an administrative district in the southern part of Selangor, Malaysia, known for hosting major infrastructure and motorsport venues and forming part of the greater Kuala Lumpur metropolitan area.
- 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_69d86da750008190987eb26be3f6c118 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156ac934c8190b6178eb66023252e |
completed | April 16, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5b8121881909b15bf6451d3d3a8 |
completed | May 9, 2026, 10:31 p.m. |
Created at: April 10, 2026, 4:53 a.m.