Triple
T5772191
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nelspruit |
E127354
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Kruger Mpumalanga International Airport
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.
|
E544839
|
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: Kruger Mpumalanga International Airport | Statement: [Nelspruit, 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: [Nelspruit, hasAirport, Kruger Mpumalanga International Airport]
-
A.
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.
-
B.
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.
-
C.
Mthatha Airport
Mthatha Airport is a regional airport in Mthatha, Eastern Cape, South Africa, providing domestic air services to the surrounding area.
-
D.
O. R. Tambo International Airport
O. R. Tambo International Airport is South Africa’s largest and busiest airport, serving as the primary international gateway to Johannesburg and the country.
-
E.
Hosea Kutako International Airport
Hosea Kutako International Airport is the main international gateway to Namibia, serving the capital city of Windhoek and handling the majority of the country’s long-haul and regional air traffic.
- 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: Kruger Mpumalanga International Airport Triple: [Nelspruit, hasAirport, Kruger Mpumalanga International Airport]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kruger Mpumalanga International Airport Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Mthatha Airport
Mthatha Airport is a regional airport in Mthatha, Eastern Cape, South Africa, providing domestic air services to the surrounding area.
-
D.
O. R. Tambo International Airport
O. R. Tambo International Airport is South Africa’s largest and busiest airport, serving as the primary international gateway to Johannesburg and the country.
-
E.
Hosea Kutako International Airport
Hosea Kutako International Airport is the main international gateway to Namibia, serving the capital city of Windhoek and handling the majority of the country’s long-haul and regional air traffic.
- 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_69c00834f6308190851b0abeddd8ed7e |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029adda188190a5c26c363614145f |
completed | March 22, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e686ad88190b34e5e94145b44dc |
completed | March 22, 2026, 11:42 p.m. |
| NEDg | Description generation | batch_69c08d238384819089104f5c778ec315 |
completed | March 23, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08dac9eec8190996f6c537777801b |
completed | March 23, 2026, 12:47 a.m. |
Created at: March 22, 2026, 3:50 p.m.