Triple
T16058347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MASwings |
E389539
|
entity |
| Predicate | operatesInArea |
P794
|
FINISHED |
| Object | Brunei Bay region |
E366365
|
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 Bay region | Statement: [MASwings, operatesInArea, Brunei Bay region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brunei Bay region Context triple: [MASwings, operatesInArea, Brunei Bay region]
-
A.
Brunei Bay
chosen
Brunei Bay is a shallow, strategically located bay on the northern coast of Borneo, shared mainly by Brunei and Malaysia and known for its mangrove ecosystems and maritime activities.
-
B.
Bajau West Coast
Bajau West Coast refers to the West Coast Bajau, an indigenous Austronesian ethnic group of maritime people primarily inhabiting the coastal areas of Sabah in Malaysian Borneo.
-
C.
Brunei Exclusive Economic Zone
The Brunei Exclusive Economic Zone is a maritime area in the South China Sea over which Brunei Darussalam claims special rights to explore and use marine resources, including fisheries and offshore hydrocarbons.
-
D.
Heart of Borneo region
The Heart of Borneo region is a vast transboundary tropical rainforest area on the island of Borneo, renowned for its exceptional biodiversity and large tracts of relatively undisturbed jungle spanning Brunei, Indonesia, and Malaysia.
-
E.
Brunei-Muara District
Brunei-Muara District is the smallest yet most populous district of Brunei, encompassing the national capital and serving as the country’s main political and economic center.
- 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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1837634248190a99cc454ad1e99e0 |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbe678fc8190b36737a9cd29691c |
completed | May 10, 2026, 1:14 a.m. |
Created at: April 10, 2026, 4:57 a.m.