Triple
T9121733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mzimkhulu River mouth |
E218866
|
entity |
| Predicate | hasNearbyInfrastructure |
P231
|
FINISHED |
| Object | Port Shepstone harbour area |
E42616
|
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 Shepstone harbour area | Statement: [Mzimkhulu River mouth, hasNearbyInfrastructure, Port Shepstone harbour area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Shepstone harbour area Context triple: [Mzimkhulu River mouth, hasNearbyInfrastructure, Port Shepstone harbour area]
-
A.
Port Shepstone beachfront
Port Shepstone beachfront is a popular coastal area on South Africa’s KwaZulu-Natal South Coast known for its sandy beaches, surf-friendly waves, and proximity to the town’s river mouth and lighthouse.
-
B.
Port Shepstone
chosen
Port Shepstone is a coastal town on South Africa’s south coast, known historically as a regional administrative and commercial center and today as a seaside holiday destination.
-
C.
Kalk Bay harbour
Kalk Bay harbour is a historic working fishing harbour and popular tourist spot on the False Bay coast of Cape Town, known for its colourful boats, fresh seafood, and scenic views.
-
D.
Rodney Bay Marina
Rodney Bay Marina is a popular yachting and leisure harbor in Saint Lucia, known for its modern facilities, waterfront dining, and role as a key Caribbean sailing hub.
-
E.
Wynyard Wharf
Wynyard Wharf is a major waterfront wharf in Auckland, New Zealand, forming part of the city’s central port and Wynyard Quarter redevelopment area.
- 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_69d047c55a988190bf2dd63a0d0a2743 |
completed | April 3, 2026, 11:05 p.m. |
Created at: March 30, 2026, 7:17 p.m.