Triple
T10299817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amajuba District Municipality |
E241597
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | northwestern KwaZulu-Natal |
E782920
|
NE FINISHED |
How this triple was built (2 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: northwestern KwaZulu-Natal | Statement: [Amajuba District Municipality, locatedIn, northwestern KwaZulu-Natal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northwestern KwaZulu-Natal Context triple: [Amajuba District Municipality, locatedIn, northwestern KwaZulu-Natal]
-
A.
northern KwaZulu-Natal
chosen
Northern KwaZulu-Natal is a region in the northern part of South Africa’s KwaZulu-Natal province, known for its mix of industrial towns, rural communities, and rich natural and cultural heritage.
-
B.
western KwaZulu-Natal
Western KwaZulu-Natal is a largely rural, inland part of South Africa’s KwaZulu-Natal province, characterized by rolling hills, river valleys, and a mix of agricultural and small-town communities.
-
C.
KwaZulu-Natal Midlands
The KwaZulu-Natal Midlands is a scenic, rural region of South Africa known for its rolling green hills, arts-and-crafts routes, country guesthouses, and rich Zulu and colonial heritage.
-
D.
Midlands region of KwaZulu-Natal
The Midlands region of KwaZulu-Natal is a scenic, largely rural area in South Africa known for its rolling green hills, farmlands, arts-and-crafts routes, and historic small towns between Pietermaritzburg and the Drakensberg.
-
E.
KwaZulu-Natal
KwaZulu-Natal is a coastal province in eastern South Africa known for its Zulu cultural heritage, major cities like Durban and Pietermaritzburg, and diverse landscapes ranging from beaches to the Drakensberg mountains.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d381aaafc08190af475ef58dc16aba |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d2ee10f88190b1615c49b8f24a26 |
completed | April 7, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71d3f2c2c8190a71e4a896d8753e7 |
completed | April 9, 2026, 3:30 a.m. |
Created at: April 6, 2026, 11:44 a.m.