Triple
T13658039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swartberg Mountains |
E326911
|
entity |
| Predicate | containsProtectedArea |
P855
|
FINISHED |
| Object |
Swartberg Nature Reserve
Swartberg Nature Reserve is a protected natural area in South Africa’s Western Cape, renowned for its dramatic mountain scenery, rich biodiversity, and important conservation of fynbos and Karoo ecosystems.
|
E1055783
|
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: Swartberg Nature Reserve | Statement: [Swartberg Mountains, containsProtectedArea, Swartberg Nature Reserve]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swartberg Nature Reserve Context triple: [Swartberg Mountains, containsProtectedArea, Swartberg Nature Reserve]
-
A.
Robberg Nature Reserve
Robberg Nature Reserve is a protected coastal peninsula in South Africa’s Western Cape, renowned for its rugged cliffs, scenic hiking trails, and rich marine and bird life.
-
B.
Helderberg Nature Reserve
Helderberg Nature Reserve is a protected natural area in the Helderberg region of South Africa, known for its rich biodiversity, hiking trails, and scenic mountain and fynbos landscapes.
-
C.
De Hoop Nature Reserve
De Hoop Nature Reserve is a renowned coastal conservation area in South Africa celebrated for its rich biodiversity, including unique fynbos vegetation and important marine and bird habitats.
-
D.
Sterkspruit Nature Reserve
Sterkspruit Nature Reserve is a protected natural area near Lydenburg in South Africa, known for its scenic landscapes, diverse flora and fauna, and outdoor recreation opportunities.
-
E.
Fernkloof Nature Reserve
Fernkloof Nature Reserve is a protected natural area near Hermanus, South Africa, renowned for its rich fynbos biodiversity, hiking trails, and scenic mountain and coastal views.
- 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: Swartberg Nature Reserve Triple: [Swartberg Mountains, containsProtectedArea, Swartberg Nature Reserve]
Generated description
Swartberg Nature Reserve is a protected natural area in South Africa’s Western Cape, renowned for its dramatic mountain scenery, rich biodiversity, and important conservation of fynbos and Karoo ecosystems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swartberg Nature Reserve Target entity description: Swartberg Nature Reserve is a protected natural area in South Africa’s Western Cape, renowned for its dramatic mountain scenery, rich biodiversity, and important conservation of fynbos and Karoo ecosystems.
-
A.
Robberg Nature Reserve
Robberg Nature Reserve is a protected coastal peninsula in South Africa’s Western Cape, renowned for its rugged cliffs, scenic hiking trails, and rich marine and bird life.
-
B.
Helderberg Nature Reserve
Helderberg Nature Reserve is a protected natural area in the Helderberg region of South Africa, known for its rich biodiversity, hiking trails, and scenic mountain and fynbos landscapes.
-
C.
De Hoop Nature Reserve
De Hoop Nature Reserve is a renowned coastal conservation area in South Africa celebrated for its rich biodiversity, including unique fynbos vegetation and important marine and bird habitats.
-
D.
Sterkspruit Nature Reserve
Sterkspruit Nature Reserve is a protected natural area near Lydenburg in South Africa, known for its scenic landscapes, diverse flora and fauna, and outdoor recreation opportunities.
-
E.
Fernkloof Nature Reserve
Fernkloof Nature Reserve is a protected natural area near Hermanus, South Africa, renowned for its rich fynbos biodiversity, hiking trails, and scenic mountain and coastal views.
- 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_69d8076d8270819092afc2f0e9c359a8 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc61f0d808190b1cd2a6ba0d930eb |
completed | April 12, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f794395618819094a7f0ffcf5d3fb6 |
completed | May 3, 2026, 6:30 p.m. |
| NEDg | Description generation | batch_69f7986b9a1c8190b88634af9fc11ebe |
completed | May 3, 2026, 6:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f798d7e1a0819087332287d5f9a25f |
completed | May 3, 2026, 6:50 p.m. |
Created at: April 9, 2026, 9:52 p.m.