Triple
T17684971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | King Mswati III International Airport |
E440864
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Sikhuphe
Sikhuphe is a locality in Eswatini situated close to King Mswati III International Airport.
|
E1282884
|
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 | Statement: [King Mswati III International Airport, near, Sikhuphe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sikhuphe Context triple: [King Mswati III International Airport, near, Sikhuphe]
-
A.
Lobengula
Lobengula was the second and last king of the Ndebele (Matabele) Kingdom in what is now Zimbabwe, known for his resistance to British colonial encroachment in the late 19th century.
-
B.
Nyamande Lobengula
Nyamande Lobengula was a Ndebele royal figure and son of King Lobengula, associated with the Khumalo ruling dynasty in what is now Zimbabwe.
-
C.
Sekgoma II
Sekgoma II was a Bangwato king of the Bechuanaland Protectorate (now Botswana) and a key traditional leader in the lineage that produced Botswana’s first president, Seretse Khama.
-
D.
Malusi Mpumlwana
Malusi Mpumlwana is a South African Anglican bishop and prominent anti-apartheid activist who serves as a leading figure in the South African Council of Churches.
-
E.
Sekhukhune I
Sekhukhune I was a 19th-century king of the Bapedi (Pedi) people in present-day South Africa, known for his resistance against Boer and British colonial expansion.
- 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 Triple: [King Mswati III International Airport, near, Sikhuphe]
Generated description
Sikhuphe is a locality in Eswatini situated close to King Mswati III International Airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sikhuphe Target entity description: Sikhuphe is a locality in Eswatini situated close to King Mswati III International Airport.
-
A.
Lobengula
Lobengula was the second and last king of the Ndebele (Matabele) Kingdom in what is now Zimbabwe, known for his resistance to British colonial encroachment in the late 19th century.
-
B.
Nyamande Lobengula
Nyamande Lobengula was a Ndebele royal figure and son of King Lobengula, associated with the Khumalo ruling dynasty in what is now Zimbabwe.
-
C.
Sekgoma II
Sekgoma II was a Bangwato king of the Bechuanaland Protectorate (now Botswana) and a key traditional leader in the lineage that produced Botswana’s first president, Seretse Khama.
-
D.
Malusi Mpumlwana
Malusi Mpumlwana is a South African Anglican bishop and prominent anti-apartheid activist who serves as a leading figure in the South African Council of Churches.
-
E.
Sekhukhune I
Sekhukhune I was a 19th-century king of the Bapedi (Pedi) people in present-day South Africa, known for his resistance against Boer and British colonial expansion.
- 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_6a02232c47f481909b0ac8f278b0144b |
completed | May 11, 2026, 6:42 p.m. |
| NEDg | Description generation | batch_6a0224d356748190aac87f7bc6a12ee7 |
completed | May 11, 2026, 6:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a02258d6db881908a80b23b5d44cf98 |
completed | May 11, 2026, 6:53 p.m. |
Created at: April 10, 2026, 10:02 a.m.