Triple
T13480648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port St Johns |
E318361
|
entity |
| Predicate | administrativeCentreOf |
P1474
|
FINISHED |
| Object | Port St Johns Local Municipality |
E884187
|
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: Port St Johns Local Municipality | Statement: [Port St Johns, administrativeCentreOf, Port St Johns Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port St Johns Local Municipality Context triple: [Port St Johns, administrativeCentreOf, Port St Johns Local Municipality]
-
A.
Port St Johns Local Municipality
chosen
Port St Johns Local Municipality is a local government area centered on the coastal town of Port St Johns in South Africa’s Eastern Cape province.
-
B.
Dr Beyers Naudé Local Municipality
Dr Beyers Naudé Local Municipality is a local government area in South Africa’s Eastern Cape province, named after anti-apartheid cleric Beyers Naudé and administered from the town of Graaff-Reinet.
-
C.
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.
-
D.
Knysna Local Municipality
Knysna Local Municipality is a coastal local government area in South Africa’s Western Cape, centered on the town of Knysna and known for its forests, lagoon, and tourism-driven economy.
-
E.
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.
- 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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf36c6b08190ba99400600e0b662 |
completed | April 12, 2026, 2:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7942424bc8190af98462f6b7a93a4 |
completed | May 3, 2026, 6:29 p.m. |
Created at: April 9, 2026, 9:42 p.m.