Triple
T14523654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kavango–Zambezi Transfrontier Conservation Area |
E340714
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
KAZA TFCA Secretariat
The KAZA TFCA Secretariat is the coordinating body responsible for facilitating regional collaboration, conservation management, and sustainable development initiatives across the Kavango–Zambezi Transfrontier Conservation Area in southern Africa.
|
E340714
|
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: KAZA TFCA Secretariat | Statement: [Kavango–Zambezi Transfrontier Conservation Area, governedBy, KAZA TFCA Secretariat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KAZA TFCA Secretariat Context triple: [Kavango–Zambezi Transfrontier Conservation Area, governedBy, KAZA TFCA Secretariat]
-
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.
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.
-
C.
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.
-
D.
Tanzania Wildlife Management Authority
The Tanzania Wildlife Management Authority is a government agency responsible for overseeing and conserving Tanzania’s wildlife resources and protected areas.
-
E.
Zimbabwe Parks and Wildlife Management Authority
The Zimbabwe Parks and Wildlife Management Authority is the government agency responsible for managing and conserving Zimbabwe’s national parks, wildlife reserves, and biodiversity resources.
- 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: KAZA TFCA Secretariat Triple: [Kavango–Zambezi Transfrontier Conservation Area, governedBy, KAZA TFCA Secretariat]
Generated description
The KAZA TFCA Secretariat is the coordinating body responsible for facilitating regional collaboration, conservation management, and sustainable development initiatives across the Kavango–Zambezi Transfrontier Conservation Area in southern Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KAZA TFCA Secretariat Target entity description: The KAZA TFCA Secretariat is the coordinating body responsible for facilitating regional collaboration, conservation management, and sustainable development initiatives across the Kavango–Zambezi Transfrontier Conservation Area in southern Africa.
-
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.
Kavango–Zambezi Transfrontier Conservation Area
chosen
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.
-
C.
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.
-
D.
Tanzania Wildlife Management Authority
The Tanzania Wildlife Management Authority is a government agency responsible for overseeing and conserving Tanzania’s wildlife resources and protected areas.
-
E.
Zimbabwe Parks and Wildlife Management Authority
The Zimbabwe Parks and Wildlife Management Authority is the government agency responsible for managing and conserving Zimbabwe’s national parks, wildlife reserves, and biodiversity resources.
- 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_69fd8ab07e08819085a6a21cc9cea1fa |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8c1a07008190ab67087f04bc90db |
completed | May 8, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8cca08288190a1d3fe200d0efa44 |
completed | May 8, 2026, 7:12 a.m. |
Created at: April 10, 2026, 1:22 a.m.