Triple
T17671875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Airport |
E440538
|
entity |
| Predicate | formerlyKnownAs |
P65
|
FINISHED |
| Object |
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.
|
E1281182
|
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: P. W. Botha Airport | Statement: [George Airport, formerlyKnownAs, P. W. Botha Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: P. W. Botha Airport Context triple: [George Airport, formerlyKnownAs, P. W. Botha Airport]
-
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.
Chief Dawid Stuurman International Airport
Chief Dawid Stuurman International Airport is a major South African airport serving the city of Gqeberha (formerly Port Elizabeth) in the Eastern Cape province.
-
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.
Pietermaritzburg Airport
Pietermaritzburg Airport is a regional airport in Pietermaritzburg, South Africa, providing primarily domestic passenger services.
-
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: P. W. Botha Airport Triple: [George Airport, formerlyKnownAs, P. W. Botha Airport]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: P. W. Botha Airport Target entity description: 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.
-
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.
Chief Dawid Stuurman International Airport
Chief Dawid Stuurman International Airport is a major South African airport serving the city of Gqeberha (formerly Port Elizabeth) in the Eastern Cape province.
-
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.
Pietermaritzburg Airport
Pietermaritzburg Airport is a regional airport in Pietermaritzburg, South Africa, providing primarily domestic passenger services.
-
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_69d8b9e87e18819087104a44dc4dc5b1 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f69b11c8190b09add33f81776b3 |
completed | April 19, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02166234f0819099c452808234e3e4 |
completed | May 11, 2026, 5:48 p.m. |
| NEDg | Description generation | batch_6a0217ca2ec881908573b0423c3610f7 |
completed | May 11, 2026, 5:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0218636e048190a48bc7f066c7bee1 |
completed | May 11, 2026, 5:56 p.m. |
Created at: April 10, 2026, 9:59 a.m.