Triple
T9121732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mzimkhulu River mouth |
E218866
|
entity |
| Predicate | hasNearbyInfrastructure |
P231
|
FINISHED |
| Object |
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.
|
E779568
|
NE FINISHED |
How this triple was built (4 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 beachfront | Statement: [Mzimkhulu River mouth, hasNearbyInfrastructure, Port Shepstone beachfront]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Shepstone beachfront Context triple: [Mzimkhulu River mouth, hasNearbyInfrastructure, Port Shepstone beachfront]
-
A.
Muizenberg beach
Muizenberg Beach is a popular seaside destination near Cape Town, South Africa, known for its gentle surf, colorful Victorian beach huts, and status as a historic hub of South African surfing.
-
B.
Camps Bay beach
Camps Bay beach is a popular, scenic white-sand beach in Cape Town, South Africa, known for its mountain backdrop, palm-lined promenade, and vibrant sunset views.
-
C.
Gordon's Bay Beach
Gordon's Bay Beach is a popular sandy seaside destination in the coastal town of Gordon’s Bay near Cape Town, South Africa, known for its sheltered swimming waters and scenic views across False Bay.
-
D.
Noordhoek beach
Noordhoek Beach is a long, scenic stretch of white sand on Cape Town’s Atlantic coast, known for its natural beauty, surfing, horse riding, and relatively unspoiled, tranquil atmosphere.
-
E.
Milnerton Beach
Milnerton Beach is a popular coastal stretch near Cape Town, South Africa, known for its sweeping views of Table Mountain and opportunities for surfing, kitesurfing, and seaside recreation.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Port Shepstone beachfront Triple: [Mzimkhulu River mouth, hasNearbyInfrastructure, Port Shepstone beachfront]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Port Shepstone beachfront Target entity description: 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.
-
A.
Muizenberg beach
Muizenberg Beach is a popular seaside destination near Cape Town, South Africa, known for its gentle surf, colorful Victorian beach huts, and status as a historic hub of South African surfing.
-
B.
Camps Bay beach
Camps Bay beach is a popular, scenic white-sand beach in Cape Town, South Africa, known for its mountain backdrop, palm-lined promenade, and vibrant sunset views.
-
C.
Gordon's Bay Beach
Gordon's Bay Beach is a popular sandy seaside destination in the coastal town of Gordon’s Bay near Cape Town, South Africa, known for its sheltered swimming waters and scenic views across False Bay.
-
D.
Noordhoek beach
Noordhoek Beach is a long, scenic stretch of white sand on Cape Town’s Atlantic coast, known for its natural beauty, surfing, horse riding, and relatively unspoiled, tranquil atmosphere.
-
E.
Milnerton Beach
Milnerton Beach is a popular coastal stretch near Cape Town, South Africa, known for its sweeping views of Table Mountain and opportunities for surfing, kitesurfing, and seaside recreation.
- F. None of above. chosen
Provenance (5 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_69d0308ff628819083f02bf71eb40c5b |
completed | April 3, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69d0318ef52c8190bfa0bef6a8d41daa |
completed | April 3, 2026, 9:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d03571c4648190bd546152c61c55a5 |
completed | April 3, 2026, 9:47 p.m. |
Created at: March 30, 2026, 7:17 p.m.