Triple
T3229222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zambezi Region |
E67695
|
entity |
| Predicate | partOfTransfrontierConservationArea |
P46307
|
FINISHED |
| Object |
Kavango–Zambezi Transfrontier Conservation Area
The Kavango–Zambezi Transfrontier Conservation Area is one of the world’s largest cross-border protected regions in southern Africa, created to conserve biodiversity and promote sustainable tourism across multiple countries surrounding the Okavango and Zambezi river basins.
|
E340714
|
NE FINISHED |
How this triple was built (5 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: Kavango–Zambezi Transfrontier Conservation Area | Statement: [Zambezi Region, partOfTransfrontierConservationArea, Kavango–Zambezi Transfrontier Conservation Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kavango–Zambezi Transfrontier Conservation Area Context triple: [Zambezi Region, partOfTransfrontierConservationArea, Kavango–Zambezi Transfrontier Conservation Area]
-
A.
Zambezi Valley protected areas complex
The Zambezi Valley protected areas complex is a network of ecologically rich conservation zones along the Zambezi River, renowned for its diverse wildlife, important safari areas, and significant role in regional biodiversity protection.
-
B.
Selous Game Reserve
Selous Game Reserve is one of Africa’s largest protected wildlife areas, renowned for its rich biodiversity, vast uninhabited landscapes, and significant populations of elephants, lions, and other large mammals.
-
C.
Kgalagadi Transfrontier Park
Kgalagadi Transfrontier Park is a vast, semi-arid conservation area spanning parts of South Africa and Botswana, renowned for its red dunes, sparse vegetation, and abundant predators such as lions and cheetahs.
-
D.
Chobe National Park
Chobe National Park is a major wildlife reserve in northern Botswana renowned for its large elephant population and diverse ecosystems along the Chobe River.
-
E.
Zambezi National Park
Zambezi National Park is a protected wildlife area in northwestern Zimbabwe known for its diverse game, scenic Zambezi River frontage, and proximity to Victoria Falls.
- 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: Kavango–Zambezi Transfrontier Conservation Area Triple: [Zambezi Region, partOfTransfrontierConservationArea, Kavango–Zambezi Transfrontier Conservation Area]
Generated description
The Kavango–Zambezi Transfrontier Conservation Area is one of the world’s largest cross-border protected regions in southern Africa, created to conserve biodiversity and promote sustainable tourism across multiple countries surrounding the Okavango and Zambezi river basins.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kavango–Zambezi Transfrontier Conservation Area Target entity description: The Kavango–Zambezi Transfrontier Conservation Area is one of the world’s largest cross-border protected regions in southern Africa, created to conserve biodiversity and promote sustainable tourism across multiple countries surrounding the Okavango and Zambezi river basins.
-
A.
Zambezi Valley protected areas complex
The Zambezi Valley protected areas complex is a network of ecologically rich conservation zones along the Zambezi River, renowned for its diverse wildlife, important safari areas, and significant role in regional biodiversity protection.
-
B.
Selous Game Reserve
Selous Game Reserve is one of Africa’s largest protected wildlife areas, renowned for its rich biodiversity, vast uninhabited landscapes, and significant populations of elephants, lions, and other large mammals.
-
C.
Kgalagadi Transfrontier Park
Kgalagadi Transfrontier Park is a vast, semi-arid conservation area spanning parts of South Africa and Botswana, renowned for its red dunes, sparse vegetation, and abundant predators such as lions and cheetahs.
-
D.
Chobe National Park
Chobe National Park is a major wildlife reserve in northern Botswana renowned for its large elephant population and diverse ecosystems along the Chobe River.
-
E.
Zambezi National Park
Zambezi National Park is a protected wildlife area in northwestern Zimbabwe known for its diverse game, scenic Zambezi River frontage, and proximity to Victoria Falls.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partOfTransfrontierConservationArea Context triple: [Zambezi Region, partOfTransfrontierConservationArea, Kavango–Zambezi Transfrontier Conservation Area]
-
A.
situatedInProtectedArea
Indicates that an entity is located within the boundaries of a designated protected area (such as a reserve, park, or conservation zone).
-
B.
partOfProtectedAreaCategory
Indicates that one protected area belongs to, or is classified under, a specific protected area category.
-
C.
designatedAsTigerReserve
Indicates that an area has been officially declared and assigned the status of a tiger reserve for the purpose of tiger conservation.
-
D.
hasUNESCOBiosphereReserve
Indicates that an entity includes, contains, or is associated with a designated UNESCO Biosphere Reserve.
-
E.
hasUNESCOWorldHeritageBufferZone
Indicates that an entity has an officially designated buffer zone associated with a UNESCO World Heritage site, typically providing additional protection around the core heritage area.
- F. None of above. chosen
Provenance (7 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_69ad858c61888190a31196310d9b30b5 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaeb826588190a93bcfb1242310e7 |
completed | March 8, 2026, 5:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2772e3e2081908dec43f8e4a2fb51 |
completed | March 12, 2026, 8:19 a.m. |
| NEDg | Description generation | batch_69b27b9e39f881909627b004494856e2 |
completed | March 12, 2026, 8:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b27bf5514081909418ba6740240c0a |
completed | March 12, 2026, 8:40 a.m. |
| PD | Predicate disambiguation | batch_69ad9e0dc2248190a38c40f4e06cd41c |
completed | March 8, 2026, 4:04 p.m. |
| PDg | Predicate description generation | batch_69ada0f9259c8190afbc5ad0fa55436b |
completed | March 8, 2026, 4:16 p.m. |
Created at: March 8, 2026, 3:08 p.m.