Triple
T14523673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kavango–Zambezi Transfrontier Conservation Area |
E340714
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Okavango–Zambezi region
The Okavango–Zambezi region is a vast, biodiverse area of southern Africa centered around the Okavango and Zambezi river systems, renowned for its rich wildlife, wetlands, and cross-border conservation initiatives.
|
E69232
|
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: Okavango–Zambezi region | Statement: [Kavango–Zambezi Transfrontier Conservation Area, region, Okavango–Zambezi region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Okavango–Zambezi region Context triple: [Kavango–Zambezi Transfrontier Conservation Area, region, Okavango–Zambezi region]
-
A.
Kafue Flats
Kafue Flats is a vast floodplain and wetland ecosystem in Zambia known for its rich biodiversity, seasonal flooding, and important wildlife habitats.
-
B.
Banda Basin
The Banda Basin is a deep oceanic basin in eastern Indonesia, known for its complex tectonic setting and very deep waters within the Banda Sea region.
-
C.
Lowveld region
The Lowveld region is a low-lying, subtropical area in northeastern South Africa known for its warm climate, savanna landscapes, and proximity to major wildlife reserves such as Kruger National Park.
-
D.
Zambezian region
The Zambezian region is a major biogeographical zone in south-central Africa characterized by extensive miombo woodlands, savannas, and rich biodiversity spanning several countries.
-
E.
Zambezi Basin
The Zambezi Basin is the vast river catchment area in southern Africa that collects the waters of the Zambezi River and its tributaries, encompassing parts of several countries and supporting major ecosystems, agriculture, and hydropower.
- 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: Okavango–Zambezi region Triple: [Kavango–Zambezi Transfrontier Conservation Area, region, Okavango–Zambezi region]
Generated description
The Okavango–Zambezi region is a vast, biodiverse area of southern Africa centered around the Okavango and Zambezi river systems, renowned for its rich wildlife, wetlands, and cross-border conservation initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Okavango–Zambezi region Target entity description: The Okavango–Zambezi region is a vast, biodiverse area of southern Africa centered around the Okavango and Zambezi river systems, renowned for its rich wildlife, wetlands, and cross-border conservation initiatives.
-
A.
Kafue Flats
Kafue Flats is a vast floodplain and wetland ecosystem in Zambia known for its rich biodiversity, seasonal flooding, and important wildlife habitats.
-
B.
Banda Basin
The Banda Basin is a deep oceanic basin in eastern Indonesia, known for its complex tectonic setting and very deep waters within the Banda Sea region.
-
C.
Lowveld region
The Lowveld region is a low-lying, subtropical area in northeastern South Africa known for its warm climate, savanna landscapes, and proximity to major wildlife reserves such as Kruger National Park.
-
D.
Zambezian region
The Zambezian region is a major biogeographical zone in south-central Africa characterized by extensive miombo woodlands, savannas, and rich biodiversity spanning several countries.
-
E.
Zambezi Basin
chosen
The Zambezi Basin is the vast river catchment area in southern Africa that collects the waters of the Zambezi River and its tributaries, encompassing parts of several countries and supporting major ecosystems, agriculture, and hydropower.
- F. None of above.
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_69d822dac79c8190a84a073f3cbaced5 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dea04f16f88190ba357b0f8021b46b |
completed | April 14, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdf072a46481909287ef89f226270e |
completed | May 8, 2026, 2:17 p.m. |
| NEDg | Description generation | batch_69fdf2b6c7148190a9ff302d88890b8f |
completed | May 8, 2026, 2:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdf30dab20819085589da4e869fb7e |
completed | May 8, 2026, 2:28 p.m. |
Created at: April 10, 2026, 1:22 a.m.