Triple
T12371310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Senai International Airport |
E295007
|
entity |
| Predicate | isHubFor |
P423
|
FINISHED |
| Object |
Firefly (operations in Johor)
Firefly (operations in Johor) is the regional service arm of Malaysian airline Firefly that operates flights connecting Johor’s Senai International Airport with domestic and nearby international destinations.
|
E978133
|
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: Firefly (operations in Johor) | Statement: [Senai International Airport, isHubFor, Firefly (operations in Johor)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Firefly (operations in Johor) Context triple: [Senai International Airport, isHubFor, Firefly (operations in Johor)]
-
A.
Malaysian airspace
Malaysian airspace is the sovereign airspace above Malaysia’s land and territorial waters, controlled and managed by Malaysian civil and military aviation authorities.
-
B.
Royal Malaysian Navy base
The Royal Malaysian Navy base at Lumut is the navy’s principal operational and administrative headquarters, serving as its largest and most important maritime facility in Malaysia.
-
C.
RMAF Butterworth Air Base
RMAF Butterworth Air Base is a major Royal Malaysian Air Force installation in Penang that serves as a key operational and strategic air base for Malaysia and regional defense cooperation.
-
D.
RMAF Labuan Air Base
RMAF Labuan Air Base is a Royal Malaysian Air Force installation located on Labuan Island that serves as a key operational and strategic air base for Malaysia’s eastern region.
-
E.
RMAF Subang Air Base
RMAF Subang Air Base is a major Royal Malaysian Air Force installation near Subang, Selangor, serving as a key hub for air transport, logistics, and support operations in Malaysia.
- 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: Firefly (operations in Johor) Triple: [Senai International Airport, isHubFor, Firefly (operations in Johor)]
Generated description
Firefly (operations in Johor) is the regional service arm of Malaysian airline Firefly that operates flights connecting Johor’s Senai International Airport with domestic and nearby international destinations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Firefly (operations in Johor) Target entity description: Firefly (operations in Johor) is the regional service arm of Malaysian airline Firefly that operates flights connecting Johor’s Senai International Airport with domestic and nearby international destinations.
-
A.
Malaysian airspace
Malaysian airspace is the sovereign airspace above Malaysia’s land and territorial waters, controlled and managed by Malaysian civil and military aviation authorities.
-
B.
Royal Malaysian Navy base
The Royal Malaysian Navy base at Lumut is the navy’s principal operational and administrative headquarters, serving as its largest and most important maritime facility in Malaysia.
-
C.
RMAF Butterworth Air Base
RMAF Butterworth Air Base is a major Royal Malaysian Air Force installation in Penang that serves as a key operational and strategic air base for Malaysia and regional defense cooperation.
-
D.
RMAF Labuan Air Base
RMAF Labuan Air Base is a Royal Malaysian Air Force installation located on Labuan Island that serves as a key operational and strategic air base for Malaysia’s eastern region.
-
E.
RMAF Subang Air Base
RMAF Subang Air Base is a major Royal Malaysian Air Force installation near Subang, Selangor, serving as a key hub for air transport, logistics, and support operations in Malaysia.
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93fa7c9ec81908c685612994543e3 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62abfd9c081909803691d3fc4f149 |
completed | May 2, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_69f62be4de888190aac94d441748d295 |
completed | May 2, 2026, 4:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62d4d0b8881908aa6b67db7d14609 |
completed | May 2, 2026, 4:58 p.m. |
Created at: April 8, 2026, 9:54 p.m.