Triple
T3122680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hermanus |
E65221
|
entity |
| Predicate | municipality |
P852
|
FINISHED |
| Object | Overstrand Local Municipality |
E338531
|
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: Overstrand Local Municipality | Statement: [Hermanus, municipality, Overstrand Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Overstrand Local Municipality Context triple: [Hermanus, municipality, Overstrand Local Municipality]
-
A.
Overstrand Local Municipality
chosen
Overstrand Local Municipality is a coastal local government area in South Africa’s Western Cape province, known for towns like Hermanus and its scenic shoreline and tourism-driven economy.
-
B.
Sol Plaatje Local Municipality
Sol Plaatje Local Municipality is a local government authority in South Africa’s Northern Cape that administers Kimberley and its surrounding areas.
-
C.
Ray Nkonyeni Local Municipality
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.
-
D.
Newcastle Local Municipality
Newcastle Local Municipality is a local government area in KwaZulu-Natal, South Africa, that administers the town of Newcastle and its surrounding communities.
-
E.
Stellenbosch Local Municipality
Stellenbosch Local Municipality is a local government area in South Africa’s Western Cape province that administers the historic university town of Stellenbosch and surrounding settlements, including Franschhoek.
- 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_69ad8580c72481909672d37acf647893 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada52ab05c819088204bbb608c837c |
completed | March 8, 2026, 4:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b276e63ce481908671453ca67586f1 |
completed | March 12, 2026, 8:18 a.m. |
Created at: March 8, 2026, 3:04 p.m.