Triple
T4857502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kafue National Park |
E108571
|
entity |
| Predicate | hasConservationPartner |
P27502
|
FINISHED |
| Object |
African Parks (co-management, recent years)
African Parks is a conservation NGO that partners with African governments to manage and restore national parks and protected areas through long-term, on-the-ground co-management agreements.
|
E475182
|
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: African Parks (co-management, recent years) | Statement: [Kafue National Park, hasConservationPartner, African Parks (co-management, recent years)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: African Parks (co-management, recent years) Context triple: [Kafue National Park, hasConservationPartner, African Parks (co-management, recent years)]
-
A.
Mozambique National Administration of Conservation Areas
The Mozambique National Administration of Conservation Areas is the government agency responsible for managing and protecting Mozambique’s national parks, reserves, and other protected natural areas.
-
B.
Development of Tanzania’s national parks system
Development of Tanzania’s national parks system refers to the planning, expansion, and institutional strengthening of Tanzania’s protected areas into a coherent national parks network, a process for which Derek Bryceson is particularly recognized.
-
C.
Namibian protected areas network
The Namibian protected areas network is a system of national parks, reserves, and conservation areas across Namibia established to safeguard the country’s unique wildlife, ecosystems, and landscapes.
-
D.
Ezemvelo KZN Wildlife
Ezemvelo KZN Wildlife is the provincial conservation authority for KwaZulu-Natal in South Africa, responsible for managing protected areas, biodiversity, and wildlife conservation in the region.
-
E.
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.
- 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: African Parks (co-management, recent years) Triple: [Kafue National Park, hasConservationPartner, African Parks (co-management, recent years)]
Generated description
African Parks is a conservation NGO that partners with African governments to manage and restore national parks and protected areas through long-term, on-the-ground co-management agreements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: African Parks (co-management, recent years) Target entity description: African Parks is a conservation NGO that partners with African governments to manage and restore national parks and protected areas through long-term, on-the-ground co-management agreements.
-
A.
Mozambique National Administration of Conservation Areas
The Mozambique National Administration of Conservation Areas is the government agency responsible for managing and protecting Mozambique’s national parks, reserves, and other protected natural areas.
-
B.
Development of Tanzania’s national parks system
Development of Tanzania’s national parks system refers to the planning, expansion, and institutional strengthening of Tanzania’s protected areas into a coherent national parks network, a process for which Derek Bryceson is particularly recognized.
-
C.
Namibian protected areas network
The Namibian protected areas network is a system of national parks, reserves, and conservation areas across Namibia established to safeguard the country’s unique wildlife, ecosystems, and landscapes.
-
D.
Ezemvelo KZN Wildlife
Ezemvelo KZN Wildlife is the provincial conservation authority for KwaZulu-Natal in South Africa, responsible for managing protected areas, biodiversity, and wildlife conservation in the region.
-
E.
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.
- 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_69bd440a89548190a5f14ba6da6b97dc |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d3f24688190b2f2b79bcde96973 |
completed | March 20, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cec638481909a3345f348116bbc |
completed | March 21, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69be5fd0ec648190842438a3235481e5 |
completed | March 21, 2026, 9:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be606f82e88190b2b1501ec83b33af |
completed | March 21, 2026, 9:10 a.m. |
Created at: March 20, 2026, 1:26 p.m.