Triple
T8151042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Welkom |
E190332
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Welkom Airport
Welkom Airport is a regional airport serving the city of Welkom in the Free State province of South Africa, handling general aviation and limited commercial traffic.
|
E717475
|
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: Welkom Airport | Statement: [Welkom, hasAirport, Welkom Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Welkom Airport Context triple: [Welkom, hasAirport, Welkom Airport]
-
A.
Jan Smuts International Airport
Jan Smuts International Airport was the former name of Johannesburg’s main international airport, now known as O. R. Tambo International Airport, and served as South Africa’s primary aviation hub during much of the 20th century.
-
B.
Darwin International Airport
Darwin International Airport is the main domestic and international airport serving the city of Darwin and the Northern Territory in northern Australia.
-
C.
Pearls Airport
Pearls Airport is a former airfield in Grenada that gained historical significance as a key objective seized by U.S. forces during the 1983 invasion known as Operation Urgent Fury.
-
D.
Zorg en Hoop Airport
Zorg en Hoop Airport is a small domestic airport in Paramaribo, Suriname, primarily handling regional and charter flights.
-
E.
Hillston Airport
Hillston Airport is a small regional airport in Hillston, New South Wales, Australia, primarily serving general aviation and limited commercial or charter flights.
- 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: Welkom Airport Triple: [Welkom, hasAirport, Welkom Airport]
Generated description
Welkom Airport is a regional airport serving the city of Welkom in the Free State province of South Africa, handling general aviation and limited commercial traffic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Welkom Airport Target entity description: Welkom Airport is a regional airport serving the city of Welkom in the Free State province of South Africa, handling general aviation and limited commercial traffic.
-
A.
Jan Smuts International Airport
Jan Smuts International Airport was the former name of Johannesburg’s main international airport, now known as O. R. Tambo International Airport, and served as South Africa’s primary aviation hub during much of the 20th century.
-
B.
Darwin International Airport
Darwin International Airport is the main domestic and international airport serving the city of Darwin and the Northern Territory in northern Australia.
-
C.
Pearls Airport
Pearls Airport is a former airfield in Grenada that gained historical significance as a key objective seized by U.S. forces during the 1983 invasion known as Operation Urgent Fury.
-
D.
Zorg en Hoop Airport
Zorg en Hoop Airport is a small domestic airport in Paramaribo, Suriname, primarily handling regional and charter flights.
-
E.
Hillston Airport
Hillston Airport is a small regional airport in Hillston, New South Wales, Australia, primarily serving general aviation and limited commercial or charter flights.
- 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_69ca82be7ba8819087de0147e9292c83 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4481f19c8190aeec9bf029ad321b |
completed | March 31, 2026, 3:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbeef189081909f45b8d2aea74225 |
completed | April 1, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69ccc310b514819099228a1cc66517c5 |
completed | April 1, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd8041c00819094094701ace21aa0 |
completed | April 1, 2026, 8:32 a.m. |
Created at: March 30, 2026, 5:37 p.m.