Triple
T16058571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FlyFirefly Sdn Bhd |
E389546
|
entity |
| Predicate | hubAirport |
P8171
|
FINISHED |
| Object | Penang International Airport |
E271373
|
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: Penang International Airport | Statement: [FlyFirefly Sdn Bhd, hubAirport, Penang International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penang International Airport Context triple: [FlyFirefly Sdn Bhd, hubAirport, Penang International Airport]
-
A.
Penang International Airport
chosen
Penang International Airport is a major Malaysian airport on Penang Island that serves as the primary air gateway for George Town and the surrounding northern region.
-
B.
Langkawi International Airport
Langkawi International Airport is the main airport serving the resort island of Langkawi in Malaysia, handling domestic and international flights for tourists and locals.
-
C.
Johor Bahru Airport
Johor Bahru Airport is a major international airport in the Malaysian state of Johor, serving the city of Johor Bahru and the surrounding southern region of Peninsular Malaysia.
-
D.
Kuantan Airport
Kuantan Airport is a regional airport serving the city of Kuantan and the surrounding areas in Pahang, Malaysia.
-
E.
Kota Kinabalu International Airport
Kota Kinabalu International Airport is a major airport in Sabah, Malaysia, serving as a key gateway to Borneo and a significant regional hub for both domestic and international flights.
- 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_6a0025ef00548190b802b4aaba907aa2 |
completed | May 10, 2026, 6:30 a.m. |
Created at: April 10, 2026, 4:57 a.m.