Triple
T2435678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North West |
E52953
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Dr Kenneth Kaunda District
Dr Kenneth Kaunda District is an administrative district in South Africa’s North West province, named after Zambia’s first president, Kenneth Kaunda.
|
E266506
|
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: Dr Kenneth Kaunda District | Statement: [North West, region, Dr Kenneth Kaunda District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr Kenneth Kaunda District Context triple: [North West, region, Dr Kenneth Kaunda District]
-
A.
Lobengula Khumalo
Lobengula Khumalo 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.
Jacob Mudenda
Jacob Mudenda is a Zimbabwean politician and lawyer who serves as the Speaker of the National Assembly and is a prominent member of the ruling ZANU–PF party.
-
C.
Sabata Dalindyebo
Sabata Dalindyebo was a prominent South African traditional leader and king of the Thembu people who became known for his resistance to apartheid-era policies.
-
D.
Thabana Ntlenyana
Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
-
E.
Cecil Nyoni
Cecil Nyoni is a Zimbabwean-born professional footballer who has played as a midfielder for various lower-league clubs in England.
- 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: Dr Kenneth Kaunda District Triple: [North West, region, Dr Kenneth Kaunda District]
Generated description
Dr Kenneth Kaunda District is an administrative district in South Africa’s North West province, named after Zambia’s first president, Kenneth Kaunda.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr Kenneth Kaunda District Target entity description: Dr Kenneth Kaunda District is an administrative district in South Africa’s North West province, named after Zambia’s first president, Kenneth Kaunda.
-
A.
Lobengula Khumalo
Lobengula Khumalo 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.
Jacob Mudenda
Jacob Mudenda is a Zimbabwean politician and lawyer who serves as the Speaker of the National Assembly and is a prominent member of the ruling ZANU–PF party.
-
C.
Sabata Dalindyebo
Sabata Dalindyebo was a prominent South African traditional leader and king of the Thembu people who became known for his resistance to apartheid-era policies.
-
D.
Thabana Ntlenyana
Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
-
E.
Cecil Nyoni
Cecil Nyoni is a Zimbabwean-born professional footballer who has played as a midfielder for various lower-league clubs in England.
- 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_69ab4959bcc0819083246f9fb10439e3 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc9cd49b48190bff10a5ab7cef483 |
completed | March 7, 2026, 6:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf6e23088190b0ce2feaa3eddda4 |
completed | March 9, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69aec7eb422c8190a568a8e1e98cbca8 |
completed | March 9, 2026, 1:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aecc1438588190a87c15cbfe48ba7f |
completed | March 9, 2026, 1:33 p.m. |
Created at: March 6, 2026, 9:43 p.m.