Triple
T14817414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walker Bay |
E348353
|
entity |
| Predicate | hasProtectedArea |
P855
|
FINISHED |
| Object |
Walker Bay Whale Sanctuary Marine Protected Area
Walker Bay Whale Sanctuary Marine Protected Area is a coastal conservation zone in South Africa established to protect critical whale habitats and associated marine biodiversity.
|
E1122547
|
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 Whale Sanctuary Marine Protected Area | Statement: [Walker Bay, hasProtectedArea, Walker Bay Whale Sanctuary Marine Protected Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walker Bay Whale Sanctuary Marine Protected Area Context triple: [Walker Bay, hasProtectedArea, Walker Bay Whale Sanctuary Marine Protected Area]
-
A.
De Hoop Marine Protected Area
De Hoop Marine Protected Area is a coastal conservation zone in South Africa renowned for its rich marine biodiversity and excellent land-based whale watching opportunities.
-
B.
Goukamma Marine Protected Area
Goukamma Marine Protected Area is a coastal conservation zone along South Africa’s Garden Route, safeguarding diverse marine habitats, fish populations, and seabird life.
-
C.
Long Bay-Okura Marine Reserve
Long Bay-Okura Marine Reserve is a protected coastal marine area in New Zealand’s Hauraki Gulf, known for its diverse marine life, rocky reefs, and sandy beaches that support conservation, research, and recreation.
-
D.
Shoalwater Islands Marine Park
Shoalwater Islands Marine Park is a protected coastal marine reserve in Western Australia known for its islands, reefs, and rich marine wildlife including penguins, sea lions, and dolphins.
-
E.
Te Matuku Marine Reserve
Te Matuku Marine Reserve is a protected coastal marine area on Waiheke Island in New Zealand’s Hauraki Gulf, known for its sheltered estuarine habitats and rich biodiversity.
- 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 Whale Sanctuary Marine Protected Area Triple: [Walker Bay, hasProtectedArea, Walker Bay Whale Sanctuary Marine Protected Area]
Generated description
Walker Bay Whale Sanctuary Marine Protected Area is a coastal conservation zone in South Africa established to protect critical whale habitats and associated marine biodiversity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walker Bay Whale Sanctuary Marine Protected Area Target entity description: Walker Bay Whale Sanctuary Marine Protected Area is a coastal conservation zone in South Africa established to protect critical whale habitats and associated marine biodiversity.
-
A.
De Hoop Marine Protected Area
De Hoop Marine Protected Area is a coastal conservation zone in South Africa renowned for its rich marine biodiversity and excellent land-based whale watching opportunities.
-
B.
Goukamma Marine Protected Area
Goukamma Marine Protected Area is a coastal conservation zone along South Africa’s Garden Route, safeguarding diverse marine habitats, fish populations, and seabird life.
-
C.
Long Bay-Okura Marine Reserve
Long Bay-Okura Marine Reserve is a protected coastal marine area in New Zealand’s Hauraki Gulf, known for its diverse marine life, rocky reefs, and sandy beaches that support conservation, research, and recreation.
-
D.
Shoalwater Islands Marine Park
Shoalwater Islands Marine Park is a protected coastal marine reserve in Western Australia known for its islands, reefs, and rich marine wildlife including penguins, sea lions, and dolphins.
-
E.
Te Matuku Marine Reserve
Te Matuku Marine Reserve is a protected coastal marine area on Waiheke Island in New Zealand’s Hauraki Gulf, known for its sheltered estuarine habitats and rich biodiversity.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decfe2c1ec81908b3dff7a5d0e85d0 |
completed | April 14, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe3897691c819085ef89480e730723 |
completed | May 8, 2026, 7:25 p.m. |
| NEDg | Description generation | batch_69fe5178e8b481909c88ee7db29f037c |
completed | May 8, 2026, 9:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe5217512c8190b0cea476f4b95007 |
completed | May 8, 2026, 9:13 p.m. |
Created at: April 10, 2026, 1:50 a.m.