Triple
T3122668
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hermanus |
E65221
|
entity |
| Predicate | locatedOn |
P40
|
FINISHED |
| Object |
Walker Bay
Walker Bay is a coastal bay in South Africa’s Western Cape, renowned for its whale watching and scenic shoreline near the town of Hermanus.
|
E348353
|
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: Walker Bay | Statement: [Hermanus, locatedOn, Walker Bay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walker Bay Context triple: [Hermanus, locatedOn, Walker Bay]
-
A.
False Bay
False Bay is a large, scenic bay on the southeastern side of the Cape Peninsula in South Africa, known for its rich marine life, beaches, and proximity to Cape Town.
-
B.
Youngs Bay
Youngs Bay is a coastal estuary in northwestern Oregon where the Youngs and Lewis and Clark rivers meet the Columbia River near Astoria.
-
C.
Heron Bay
Heron Bay is a small community in northern Ontario, Canada, located near the mouth of the Pic River on the north shore of Lake Superior.
-
D.
Algoa Bay
Algoa Bay is a large, sheltered bay on the southeastern coast of South Africa, opening into the Indian Ocean and known for its busy shipping routes and rich marine life.
-
E.
Campbell Bay
Campbell Bay is a coastal settlement on Great Nicobar Island in India’s Andaman and Nicobar Islands, known for its strategic location and proximity to rich biodiversity and marine ecosystems.
- 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: Walker Bay Triple: [Hermanus, locatedOn, Walker Bay]
Generated description
Walker Bay is a coastal bay in South Africa’s Western Cape, renowned for its whale watching and scenic shoreline near the town of Hermanus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walker Bay Target entity description: Walker Bay is a coastal bay in South Africa’s Western Cape, renowned for its whale watching and scenic shoreline near the town of Hermanus.
-
A.
False Bay
False Bay is a large, scenic bay on the southeastern side of the Cape Peninsula in South Africa, known for its rich marine life, beaches, and proximity to Cape Town.
-
B.
Youngs Bay
Youngs Bay is a coastal estuary in northwestern Oregon where the Youngs and Lewis and Clark rivers meet the Columbia River near Astoria.
-
C.
Heron Bay
Heron Bay is a small community in northern Ontario, Canada, located near the mouth of the Pic River on the north shore of Lake Superior.
-
D.
Algoa Bay
Algoa Bay is a large, sheltered bay on the southeastern coast of South Africa, opening into the Indian Ocean and known for its busy shipping routes and rich marine life.
-
E.
Campbell Bay
Campbell Bay is a coastal settlement on Great Nicobar Island in India’s Andaman and Nicobar Islands, known for its strategic location and proximity to rich biodiversity and marine ecosystems.
- 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_69ad8580c72481909672d37acf647893 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada52ab05c819088204bbb608c837c |
completed | March 8, 2026, 4:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b31a4da4b48190987aa1c1f5f61fd9 |
completed | March 12, 2026, 7:55 p.m. |
| NEDg | Description generation | batch_69b31c33fc3c8190b5af3f38206736de |
completed | March 12, 2026, 8:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b31c9f48788190bdf4b4ce47e1e5b5 |
completed | March 12, 2026, 8:05 p.m. |
Created at: March 8, 2026, 3:04 p.m.