Triple
T17684974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | King Mswati III International Airport |
E440864
|
entity |
| Predicate | previousName |
P65
|
FINISHED |
| Object |
Sikhuphe International Airport
Sikhuphe International Airport is the former name of King Mswati III International Airport, the main international airport serving Eswatini.
|
E1287159
|
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: Sikhuphe International Airport | Statement: [King Mswati III International Airport, previousName, Sikhuphe International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sikhuphe International Airport Context triple: [King Mswati III International Airport, previousName, Sikhuphe International Airport]
-
A.
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.
-
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.
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.
-
D.
Mthatha Airport
Mthatha Airport is a regional airport in Mthatha, Eastern Cape, South Africa, providing domestic air services to the surrounding area.
-
E.
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.
- 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: Sikhuphe International Airport Triple: [King Mswati III International Airport, previousName, Sikhuphe International Airport]
Generated description
Sikhuphe International Airport is the former name of King Mswati III International Airport, the main international airport serving Eswatini.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sikhuphe International Airport Target entity description: Sikhuphe International Airport is the former name of King Mswati III International Airport, the main international airport serving Eswatini.
-
A.
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.
-
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.
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.
-
D.
Mthatha Airport
Mthatha Airport is a regional airport in Mthatha, Eastern Cape, South Africa, providing domestic air services to the surrounding area.
-
E.
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.
- 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4704710488190826aaf0bdd4b2088 |
completed | April 19, 2026, 6:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02efa9f4e08190bfe6e1ddd1097e86 |
completed | May 12, 2026, 9:15 a.m. |
| NEDg | Description generation | batch_6a02f3b9f2308190ba9371fe9e2b458c |
completed | May 12, 2026, 9:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a02f4400f7c81909b968474d2d31f7d |
completed | May 12, 2026, 9:34 a.m. |
Created at: April 10, 2026, 10:02 a.m.