Triple
T16058570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FlyFirefly Sdn Bhd |
E389546
|
entity |
| Predicate | hubAirport |
P8171
|
FINISHED |
| Object | Sultan Abdul Aziz Shah Airport |
E215520
|
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: Sultan Abdul Aziz Shah Airport | Statement: [FlyFirefly Sdn Bhd, hubAirport, Sultan Abdul Aziz Shah Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sultan Abdul Aziz Shah Airport Context triple: [FlyFirefly Sdn Bhd, hubAirport, Sultan Abdul Aziz Shah Airport]
-
A.
Sultan Abdul Aziz Shah Airport
chosen
Sultan Abdul Aziz Shah Airport is a secondary airport serving the Kuala Lumpur area, known primarily for domestic and regional flights and general aviation in Selangor, Malaysia.
-
B.
Sultan Ismail Petra Airport
Sultan Ismail Petra Airport is the main commercial airport serving the state of Kelantan in northeastern Peninsular Malaysia.
-
C.
Prince Said Ibrahim International Airport
Prince Said Ibrahim International Airport is the main international airport serving Moroni and the Comoros archipelago, handling the country’s primary air traffic connections.
-
D.
Sultan Azlan Shah Airport
Sultan Azlan Shah Airport is a regional airport serving the city of Ipoh and the surrounding state of Perak in Malaysia.
-
E.
Raja Haji Fisabilillah International Airport
Raja Haji Fisabilillah International Airport is the main commercial airport serving Tanjung Pinang and the surrounding Riau Islands region of Indonesia.
- 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_6a001f8174648190a44a2605a77c859d |
completed | May 10, 2026, 6:02 a.m. |
Created at: April 10, 2026, 4:57 a.m.