Triple
T9121293
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uMgungundlovu District Municipality |
E218855
|
entity |
| Predicate | containsLocalMunicipality |
P47323
|
FINISHED |
| Object | uMsunduzi Local Municipality |
E218862
|
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: uMsunduzi Local Municipality | Statement: [uMgungundlovu District Municipality, containsLocalMunicipality, uMsunduzi Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: uMsunduzi Local Municipality Context triple: [uMgungundlovu District Municipality, containsLocalMunicipality, uMsunduzi Local Municipality]
-
A.
Msunduzi Local Municipality Council
chosen
The Msunduzi Local Municipality Council is the elected local government body responsible for municipal governance, service delivery, and policy-making in the city of Pietermaritzburg and its surrounding areas in South Africa.
-
B.
uMhlathuze Local Municipality
uMhlathuze Local Municipality is a local government area in KwaZulu-Natal, South Africa, that includes the industrial port city of Richards Bay and surrounding communities.
-
C.
Endumeni Local Municipality
Endumeni Local Municipality is a local government area in the uMzinyathi District of KwaZulu-Natal, South Africa, which includes the town of Dundee and surrounding rural communities.
-
D.
Nquthu Local Municipality
Nquthu Local Municipality is a local government area in the uMzinyathi District of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its predominantly rural communities.
-
E.
uMzinyathi District Municipality
uMzinyathi District Municipality is a local government district in KwaZulu-Natal, South Africa, encompassing several towns and rural areas including Greytown.
- 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.