Triple
T23287675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mbombela Local Municipality |
E589933
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object | Kruger Mpumalanga International Airport |
—
|
NE NERFINISHED |
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: Kruger Mpumalanga International Airport | Statement: [Mbombela Local Municipality, hasAirport, Kruger Mpumalanga International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kruger Mpumalanga International Airport Context triple: [Mbombela Local Municipality, hasAirport, Kruger Mpumalanga International Airport]
-
A.
Kruger Mpumalanga International Airport
chosen
Kruger Mpumalanga International Airport is a regional airport in South Africa that serves as a primary gateway for tourists visiting the Kruger National Park and the surrounding Mpumalanga region.
-
B.
King Shaka International Airport
King Shaka International Airport is the main international airport serving the Durban area in South Africa, handling both domestic and international flights.
-
C.
Sikhuphe International Airport
Sikhuphe International Airport is the former name of King Mswati III International Airport, the main international airport serving Eswatini.
-
D.
Polokwane International Airport
Polokwane International Airport is a regional airport in South Africa’s Limpopo province that serves as the primary air gateway to the city of Polokwane and its surrounding areas.
-
E.
Mmabatho Airport
Mmabatho Airport is a regional airport serving the town of Mmabatho in South Africa’s North West Province, handling domestic flights and general aviation.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e25d1af9d88190a0b9b5e8fa608618 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19648842c81909756be4bc06b3a45 |
completed | April 29, 2026, 5:25 a.m. |
Created at: April 17, 2026, 5 p.m.