Triple
T13480370
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Buffalo City Metropolitan Municipality |
E318355
|
entity |
| Predicate | includesSettlement |
P16159
|
FINISHED |
| Object |
Dimbaza
Dimbaza is a township in South Africa’s Eastern Cape province, historically known as a resettlement area during apartheid and now part of the Buffalo City Metropolitan Municipality.
|
E1045697
|
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: Dimbaza | Statement: [Buffalo City Metropolitan Municipality, includesSettlement, Dimbaza]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dimbaza Context triple: [Buffalo City Metropolitan Municipality, includesSettlement, Dimbaza]
-
A.
Dalindyebo
Dalindyebo is a South African Xhosa royal family name associated with the Thembu kingship.
-
B.
Dinuzulu
Dinuzulu was a late 19th- and early 20th-century Zulu king known for his resistance to British colonial rule in what is now South Africa.
-
C.
Ndaba
Ndaba is a South African author, entrepreneur, and activist best known as the grandson of Nelson Mandela and for his work promoting youth leadership and social change.
-
D.
Gundwane Ndiweni
Gundwane Ndiweni was a prominent 19th-century Ndebele military and political leader associated with the royal House of Khumalo in what is now Zimbabwe.
-
E.
Mabalako
Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
- 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: Dimbaza Triple: [Buffalo City Metropolitan Municipality, includesSettlement, Dimbaza]
Generated description
Dimbaza is a township in South Africa’s Eastern Cape province, historically known as a resettlement area during apartheid and now part of the Buffalo City Metropolitan Municipality.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dimbaza Target entity description: Dimbaza is a township in South Africa’s Eastern Cape province, historically known as a resettlement area during apartheid and now part of the Buffalo City Metropolitan Municipality.
-
A.
Dalindyebo
Dalindyebo is a South African Xhosa royal family name associated with the Thembu kingship.
-
B.
Dinuzulu
Dinuzulu was a late 19th- and early 20th-century Zulu king known for his resistance to British colonial rule in what is now South Africa.
-
C.
Ndaba
Ndaba is a South African author, entrepreneur, and activist best known as the grandson of Nelson Mandela and for his work promoting youth leadership and social change.
-
D.
Gundwane Ndiweni
Gundwane Ndiweni was a prominent 19th-century Ndebele military and political leader associated with the royal House of Khumalo in what is now Zimbabwe.
-
E.
Mabalako
Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
- 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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf36c6b08190ba99400600e0b662 |
completed | April 12, 2026, 2:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75481b6f48190b6cd6cef3e8dee20 |
completed | May 3, 2026, 1:58 p.m. |
| NEDg | Description generation | batch_69f758b29cd4819093cecff5cfefc98f |
completed | May 3, 2026, 2:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7593d74cc819099c5d39ae09c3f70 |
completed | May 3, 2026, 2:18 p.m. |
Created at: April 9, 2026, 9:42 p.m.