Triple
T9121554
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Msunduzi Local Municipality Council |
E218862
|
entity |
| Predicate | governs |
P760
|
FINISHED |
| Object | Msunduzi Local Municipality |
E801576
|
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: Msunduzi Local Municipality | Statement: [Msunduzi Local Municipality Council, governs, Msunduzi Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Msunduzi Local Municipality Context triple: [Msunduzi Local Municipality Council, governs, Msunduzi Local Municipality]
-
A.
Msunduzi Municipality
chosen
Msunduzi Municipality is a local government authority in KwaZulu-Natal, South Africa, responsible for administering the city of Pietermaritzburg and its surrounding areas.
-
B.
Thulamela Local Municipality
Thulamela Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, known for encompassing parts of the culturally significant Thulamela archaeological site and surrounding communities.
-
C.
uMngeni Local Municipality
uMngeni Local Municipality is a local government area in KwaZulu-Natal, South Africa, that includes the town of Howick and surrounding rural and semi-urban 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.
Ulundi Local Municipality
Ulundi Local Municipality is a local government authority in South Africa’s KwaZulu-Natal province responsible for providing municipal services and governance to the town of Ulundi and its surrounding areas.
- 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_69d14bc281688190b65b8224b70f08d7 |
completed | April 4, 2026, 5:34 p.m. |
Created at: March 30, 2026, 7:17 p.m.