Triple
T11439685
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langebaan |
E271108
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Saldanha Bay Local Municipality |
E277771
|
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: Saldanha Bay Local Municipality | Statement: [Langebaan, partOf, Saldanha Bay Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saldanha Bay Local Municipality Context triple: [Langebaan, partOf, Saldanha Bay Local Municipality]
-
A.
Saldanha Bay Local Municipality
chosen
Saldanha Bay Local Municipality is a local government area on South Africa’s West Coast that administers the town of Saldanha and surrounding settlements within the Western Cape province.
-
B.
Baviaans Local Municipality
Baviaans Local Municipality was a former local government area in South Africa’s Eastern Cape province, known for its sparsely populated rural landscape and the Baviaanskloof wilderness region.
-
C.
Blouberg Local Municipality
Blouberg Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural communities.
-
D.
Camdeboo Local Municipality
Camdeboo Local Municipality was a former local government area in South Africa’s Eastern Cape province that administered the town of Graaff-Reinet and its surrounding region before being merged into a larger municipality.
-
E.
Nyandeni Local Municipality
Nyandeni Local Municipality is a local government area in South Africa’s Eastern Cape province, known for its predominantly rural communities and traditional Xhosa cultural heritage.
- 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_69d6aadeef688190874bcecd88b3dd9b |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d80888190c8190b6365550ffe4931c |
completed | April 9, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6554ec69c8190ba9ffbaf220c44f4 |
completed | May 2, 2026, 7:49 p.m. |
Created at: April 8, 2026, 9:35 p.m.