Triple
T15324079
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brunei International Airport |
E366364
|
entity |
| Predicate | hubFor |
P423
|
FINISHED |
| Object |
Royal Brunei Airlines
Royal Brunei Airlines is the national flag carrier of Brunei, operating regional and international flights primarily across Asia, the Middle East, and Australia.
|
E1150214
|
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: Royal Brunei Airlines | Statement: [Brunei International Airport, hubFor, Royal Brunei Airlines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Brunei Airlines Context triple: [Brunei International Airport, hubFor, Royal Brunei Airlines]
-
A.
Malindo Air
Malindo Air is a Malaysian hybrid full-service and low-cost airline that became the first operator of the Boeing 737 MAX 8.
-
B.
Belau Air
Belau Air is a small regional airline based in Palau that operates domestic and nearby international flights, primarily serving local island communities.
-
C.
Malaysia Aviation Group
Malaysia Aviation Group is a Malaysian state-owned aviation holding company that oversees Malaysia Airlines and several related aviation and travel businesses.
-
D.
Mandala Airlines
Mandala Airlines was an Indonesian airline that operated domestic and regional flights before ceasing operations in the early 2010s.
-
E.
SilkAir
SilkAir was a regional airline based in Singapore and a former full-service subsidiary of Singapore Airlines, operating short- and medium-haul routes across Asia-Pacific.
- 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: Royal Brunei Airlines Triple: [Brunei International Airport, hubFor, Royal Brunei Airlines]
Generated description
Royal Brunei Airlines is the national flag carrier of Brunei, operating regional and international flights primarily across Asia, the Middle East, and Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Brunei Airlines Target entity description: Royal Brunei Airlines is the national flag carrier of Brunei, operating regional and international flights primarily across Asia, the Middle East, and Australia.
-
A.
Malindo Air
Malindo Air is a Malaysian hybrid full-service and low-cost airline that became the first operator of the Boeing 737 MAX 8.
-
B.
Belau Air
Belau Air is a small regional airline based in Palau that operates domestic and nearby international flights, primarily serving local island communities.
-
C.
Malaysia Aviation Group
Malaysia Aviation Group is a Malaysian state-owned aviation holding company that oversees Malaysia Airlines and several related aviation and travel businesses.
-
D.
Mandala Airlines
Mandala Airlines was an Indonesian airline that operated domestic and regional flights before ceasing operations in the early 2010s.
-
E.
SilkAir
SilkAir was a regional airline based in Singapore and a former full-service subsidiary of Singapore Airlines, operating short- and medium-haul routes across Asia-Pacific.
- 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_69d85a121520819093dcce999fdefe1a |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03dd5ce0c819093c9a14de549dff6 |
completed | April 16, 2026, 1:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef8aaef608190bd3ec9fdd215afbb |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fefa435efc81908c1e88267e745cdd |
completed | May 9, 2026, 9:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefb2ee9108190b3d8633cc9713c7b |
completed | May 9, 2026, 9:15 a.m. |
Created at: April 10, 2026, 3:16 a.m.