Triple
T9121766
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Umtentweni |
E218868
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Ray Nkonyeni Local Municipality |
E226424
|
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: Ray Nkonyeni Local Municipality | Statement: [Umtentweni, locatedIn, Ray Nkonyeni Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ray Nkonyeni Local Municipality Context triple: [Umtentweni, locatedIn, Ray Nkonyeni Local Municipality]
-
A.
Ray Nkonyeni Local Municipality
chosen
Ray Nkonyeni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, that administers Port Shepstone and surrounding towns.
-
B.
Moses Kotane Local Municipality
Moses Kotane Local Municipality is a local government area in South Africa’s North West Province, named in honor of anti-apartheid activist and communist leader Moses Kotane.
-
C.
Makhado Local Municipality
Makhado Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, centered around the town of Louis Trichardt and known for its predominantly rural communities and agricultural economy.
-
D.
Molemole Local Municipality
Molemole Local Municipality is a local government area in the Capricorn District of Limpopo Province, South Africa, responsible for providing municipal services and local administration to its communities.
-
E.
Mpofana Local Municipality
Mpofana Local Municipality is a local government area in South Africa’s KwaZulu-Natal province, responsible for providing municipal services and administration within its jurisdiction.
- 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_69d1610abbec81908743c1ef20fb39d4 |
completed | April 4, 2026, 7:05 p.m. |
Created at: March 30, 2026, 7:17 p.m.