Triple
T9121291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uMgungundlovu District Municipality |
E218855
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | eThekwini region of South Africa |
E226196
|
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: eThekwini region of South Africa | Statement: [uMgungundlovu District Municipality, locatedIn, eThekwini region of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: eThekwini region of South Africa Context triple: [uMgungundlovu District Municipality, locatedIn, eThekwini region of South Africa]
-
A.
Region D of Johannesburg
Region D of Johannesburg is an administrative area in the City of Johannesburg that includes townships such as Pimville and forms part of the greater Soweto region.
-
B.
Greater Pretoria region
The Greater Pretoria region is a metropolitan area in northern Gauteng, South Africa, centered on the city of Pretoria and its surrounding urban and suburban communities.
-
C.
Ekurhuleni
Ekurhuleni is a large metropolitan municipality in South Africa’s Gauteng province, known for its extensive industrial base and major transport hubs including OR Tambo International Airport.
-
D.
Midlands region of KwaZulu-Natal
chosen
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.
West Rand District Municipality
West Rand District Municipality is a local government area in the western part of South Africa’s Gauteng province, encompassing several towns and mining communities.
- 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_69ca83dddd548190983b96c664f7f367 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8b32ba88190b2b4406c7b905cca |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d030867d248190ad5b5ba3047426bb |
completed | April 3, 2026, 9:26 p.m. |
Created at: March 30, 2026, 7:17 p.m.