Triple
T2488182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Penang |
E55976
|
entity |
| Predicate | transportInfrastructure |
P1777
|
FINISHED |
| Object |
Penang International Airport
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.
|
E271373
|
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: Penang International Airport | Statement: [Penang, transportInfrastructure, Penang International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Penang International Airport Context triple: [Penang, transportInfrastructure, Penang International Airport]
-
A.
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.
-
B.
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.
-
C.
Sultan Ismail Petra Airport
Sultan Ismail Petra Airport is the main commercial airport serving the state of Kelantan in northeastern Peninsular Malaysia.
-
D.
Sultan Abdul Aziz Shah Airport
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.
-
E.
Kuching International Airport
Kuching International Airport is a major airport in Sarawak, Malaysia, serving as a key gateway to Borneo and an important regional hub for domestic and international flights.
- 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: Penang International Airport Triple: [Penang, transportInfrastructure, Penang International Airport]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Penang International Airport Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Sultan Ismail Petra Airport
Sultan Ismail Petra Airport is the main commercial airport serving the state of Kelantan in northeastern Peninsular Malaysia.
-
D.
Sultan Abdul Aziz Shah Airport
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.
-
E.
Kuching International Airport
Kuching International Airport is a major airport in Sarawak, Malaysia, serving as a key gateway to Borneo and an important regional hub for domestic and international flights.
- 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_69ab49e670a88190b928e08302381710 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd179c44881909cd6c7626cadaf10 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af17bca6f88190a63672fb3372f0be |
completed | March 9, 2026, 6:55 p.m. |
| NEDg | Description generation | batch_69af1b7224488190bf896b2c77c3ba0a |
completed | March 9, 2026, 7:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af1c7b0f088190870b2ed18756b0d5 |
completed | March 9, 2026, 7:16 p.m. |
Created at: March 6, 2026, 9:45 p.m.