Triple
T9121924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uThukela District Municipality |
E218873
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Harry Gwala District Municipality |
E796144
|
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: Harry Gwala District Municipality | Statement: [uThukela District Municipality, borders, Harry Gwala District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harry Gwala District Municipality Context triple: [uThukela District Municipality, borders, Harry Gwala District Municipality]
-
A.
Harry Gwala District Municipality
chosen
Harry Gwala District Municipality is a local government district in the southern part of KwaZulu-Natal, South Africa, known for its largely rural character and agricultural economy.
-
B.
Sedibeng District Municipality
Sedibeng District Municipality is a local government area in South Africa that administers the southern part of Gauteng Province, including towns such as Vereeniging and Vanderbijlpark.
-
C.
Ehlanzeni District Municipality
Ehlanzeni District Municipality is an administrative district in northeastern Mpumalanga, South Africa, known for its tourism attractions, historical towns, and proximity to the Kruger National Park.
-
D.
Amajuba District Municipality
Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
-
E.
Vhembe District Municipality
Vhembe District Municipality is a largely rural district in the northern part of South Africa’s Limpopo province, bordering Zimbabwe and Mozambique and known for its strong Venda cultural presence and agricultural activities.
- 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_69cca8b46dac8190bde88205c85f596a |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1bca05c608190935af17d94c567d6 |
completed | April 5, 2026, 1:36 a.m. |
Created at: March 30, 2026, 7:17 p.m.