Triple
T9509819
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ugu District Municipality |
E229363
|
entity |
| Predicate | includesTown |
P847
|
FINISHED |
| Object | Port Shepstone |
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 | Statement: [Ugu District Municipality, includesTown, Port Shepstone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Shepstone Context triple: [Ugu District Municipality, includesTown, Port Shepstone]
-
A.
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.
-
B.
Port of Durban
The Port of Durban is Africa’s busiest and largest container port, serving as a major gateway for maritime trade on the east coast of South Africa.
-
C.
Port of Port Elizabeth
The Port of Port Elizabeth is a major South African seaport on Algoa Bay that handles containers, bulk cargo, and automotive exports, serving as a key hub for regional and international trade.
-
D.
Port Natal
Port Natal is the historical name for the South African port city of Durban, a major harbor and commercial center on the Indian Ocean coast.
-
E.
Port of Benoni
The Port of Benoni is a key ferry and passenger gateway on Camiguin Island in the Philippines, serving as one of the island’s main entry and exit points to nearby provinces.
- 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9857058881909e0a40e2024a7b4c |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c1092bc8190917d71e2b6f62c25 |
completed | April 4, 2026, 5:36 p.m. |
Created at: March 30, 2026, 7:58 p.m.