Triple
T8173146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mangosuthu Buthelezi |
E190873
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Mahlabathini, Natal, South Africa
Mahlabathini, in the former Natal province of South Africa, is a rural town historically significant as the birthplace and political base of Zulu leader Mangosuthu Buthelezi.
|
E716168
|
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: Mahlabathini, Natal, South Africa | Statement: [Mangosuthu Buthelezi, placeOfBirth, Mahlabathini, Natal, South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahlabathini, Natal, South Africa Context triple: [Mangosuthu Buthelezi, placeOfBirth, Mahlabathini, Natal, South Africa]
-
A.
Natal, South Africa
Natal, South Africa was a former British colony and later a province on the country’s eastern coast, centered around the port city of Durban and known for its diverse population and sugarcane agriculture.
-
B.
Stanger, Natal, South Africa
Stanger, Natal, South Africa (now known as KwaDukuza) is a town on the KwaZulu-Natal North Coast notable as a regional commercial center with historical significance in South African politics and Indian-South African heritage.
-
C.
Nkandla, KwaZulu-Natal, South Africa
Nkandla, KwaZulu-Natal, South Africa is a rural town best known internationally as the birthplace and homestead location of former South African president Jacob Zuma.
-
D.
Illovo, Johannesburg
Illovo, Johannesburg is an upmarket suburb in northern Johannesburg, South Africa, known for its mix of residential, commercial, and leisure spaces, including prominent sports and entertainment venues.
-
E.
Mbuzini, South Africa
Mbuzini, South Africa is a rural village near the border with Mozambique best known as the site of the 1986 plane crash that killed Mozambican president Samora Machel.
- 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: Mahlabathini, Natal, South Africa Triple: [Mangosuthu Buthelezi, placeOfBirth, Mahlabathini, Natal, South Africa]
Generated description
Mahlabathini, in the former Natal province of South Africa, is a rural town historically significant as the birthplace and political base of Zulu leader Mangosuthu Buthelezi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mahlabathini, Natal, South Africa Target entity description: Mahlabathini, in the former Natal province of South Africa, is a rural town historically significant as the birthplace and political base of Zulu leader Mangosuthu Buthelezi.
-
A.
Natal, South Africa
Natal, South Africa was a former British colony and later a province on the country’s eastern coast, centered around the port city of Durban and known for its diverse population and sugarcane agriculture.
-
B.
Stanger, Natal, South Africa
Stanger, Natal, South Africa (now known as KwaDukuza) is a town on the KwaZulu-Natal North Coast notable as a regional commercial center with historical significance in South African politics and Indian-South African heritage.
-
C.
Nkandla, KwaZulu-Natal, South Africa
Nkandla, KwaZulu-Natal, South Africa is a rural town best known internationally as the birthplace and homestead location of former South African president Jacob Zuma.
-
D.
Illovo, Johannesburg
Illovo, Johannesburg is an upmarket suburb in northern Johannesburg, South Africa, known for its mix of residential, commercial, and leisure spaces, including prominent sports and entertainment venues.
-
E.
Mbuzini, South Africa
Mbuzini, South Africa is a rural village near the border with Mozambique best known as the site of the 1986 plane crash that killed Mozambican president Samora Machel.
- 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_69ca82c1c0a08190bf8692b4d91a03ca |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb48092b348190a37cb3746a434094 |
completed | March 31, 2026, 4:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf65ed508190abb60f9189f43e5c |
completed | April 1, 2026, 6:47 a.m. |
| NEDg | Description generation | batch_69ccc312a8608190b899394752ef375f |
completed | April 1, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd84893488190ae5376524650d5c4 |
completed | April 1, 2026, 8:33 a.m. |
Created at: March 30, 2026, 5:39 p.m.