Triple
T16058374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Firefly |
E389540
|
entity |
| Predicate | hub |
P423
|
FINISHED |
| Object | Subang Skypark |
E773637
|
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: Subang Skypark | Statement: [Firefly, hub, Subang Skypark]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Subang Skypark Context triple: [Firefly, hub, Subang Skypark]
-
A.
Subang Airport
chosen
Subang Airport is a secondary airport serving the Kuala Lumpur area in Malaysia, primarily handling domestic and regional turboprop flights and general aviation.
-
B.
Cengkareng Airport
Cengkareng Airport is the commonly used name for Soekarno–Hatta International Airport, the main international gateway serving Jakarta, Indonesia.
-
C.
Subang Ria Recreational Park
Subang Ria Recreational Park is a lakeside urban green space in Subang Jaya, Malaysia, popular for jogging, picnics, and outdoor leisure activities.
-
D.
Syamsudin Noor International Airport
Syamsudin Noor International Airport is the main commercial airport serving the Banjarmasin area in South Kalimantan, Indonesia.
-
E.
Adisumarmo International Airport
Adisumarmo International Airport is the main airport serving the city of Solo (Surakarta) in Central Java, Indonesia, handling both domestic and limited 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_69ffdbe678fc8190b36737a9cd29691c |
completed | May 10, 2026, 1:14 a.m. |
Created at: April 10, 2026, 4:57 a.m.