Triple
T22657034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DF Malan Airport |
E559253
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | South African airport network |
—
|
NE NERFINISHED |
How this triple was built (3 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: South African airport network | Statement: [DF Malan Airport, partOf, South African airport network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South African airport network Context triple: [DF Malan Airport, partOf, South African airport network]
-
A.
Bram Fischer International Airport
Bram Fischer International Airport is the primary airport serving Bloemfontein and the surrounding Free State region in South Africa.
-
B.
P. W. Botha Airport
P. W. Botha Airport is the former name of George Airport, a regional airport serving the town of George in South Africa’s Western Cape province.
-
C.
Airports Company South Africa
Airports Company South Africa is a state-owned enterprise that owns, manages, and operates major airports across South Africa, including the country’s primary international gateways.
-
D.
Mthatha Airport
Mthatha Airport is a regional airport in Mthatha, Eastern Cape, South Africa, providing domestic air services to the surrounding area.
-
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. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South African airport network Target entity description: The South African airport network is the nationwide system of interconnected airports and airfields that supports the country’s domestic and international air transport infrastructure.
-
A.
Bram Fischer International Airport
Bram Fischer International Airport is the primary airport serving Bloemfontein and the surrounding Free State region in South Africa.
-
B.
P. W. Botha Airport
P. W. Botha Airport is the former name of George Airport, a regional airport serving the town of George in South Africa’s Western Cape province.
-
C.
Airports Company South Africa
Airports Company South Africa is a state-owned enterprise that owns, manages, and operates major airports across South Africa, including the country’s primary international gateways.
-
D.
Mthatha Airport
Mthatha Airport is a regional airport in Mthatha, Eastern Cape, South Africa, providing domestic air services to the surrounding area.
-
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. chosen
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_69e245489dd88190b1f674acf61c8769 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1765c62bc8190b3fcde76d6b6dfb6 |
completed | April 29, 2026, 3:09 a.m. |
Created at: April 17, 2026, 3:06 p.m.