Triple

T2897733

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kgalagadi Transfrontier Park	`E63981`	entity
Predicate	governingBody	`P46`	FINISHED
Object	Department of Wildlife and National Parks (Botswana) The Department of Wildlife and National Parks (Botswana) is the government agency responsible for conserving Botswana’s wildlife and protected areas, managing national parks and game reserves, and overseeing sustainable use of natural resources.	`E307715`	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: Department of Wildlife and National Parks (Botswana) | Statement: [Kgalagadi Transfrontier Park, governingBody, Department of Wildlife and National Parks (Botswana)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Department of Wildlife and National Parks (Botswana)
Context triple: [Kgalagadi Transfrontier Park, governingBody, Department of Wildlife and National Parks (Botswana)]

A. Department of National Parks and Wildlife (Zambia)
The Department of National Parks and Wildlife (Zambia) is the government agency responsible for managing and conserving Zambia’s national parks, wildlife resources, and protected areas.
B. 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.
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. Wildlife Conservation Board
The Wildlife Conservation Board is a California state agency dedicated to protecting, restoring, and enhancing wildlife habitat and public access to natural areas through land acquisition and conservation projects.
E. Kenya Wildlife Service
Kenya Wildlife Service is a state corporation responsible for conserving and managing Kenya’s wildlife and protected areas, including national parks and reserves.
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: Department of Wildlife and National Parks (Botswana)
Triple: [Kgalagadi Transfrontier Park, governingBody, Department of Wildlife and National Parks (Botswana)]

Generated description

The Department of Wildlife and National Parks (Botswana) is the government agency responsible for conserving Botswana’s wildlife and protected areas, managing national parks and game reserves, and overseeing sustainable use of natural resources.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Department of Wildlife and National Parks (Botswana)
Target entity description: The Department of Wildlife and National Parks (Botswana) is the government agency responsible for conserving Botswana’s wildlife and protected areas, managing national parks and game reserves, and overseeing sustainable use of natural resources.

A. Department of National Parks and Wildlife (Zambia)
The Department of National Parks and Wildlife (Zambia) is the government agency responsible for managing and conserving Zambia’s national parks, wildlife resources, and protected areas.
B. 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.
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. Wildlife Conservation Board
The Wildlife Conservation Board is a California state agency dedicated to protecting, restoring, and enhancing wildlife habitat and public access to natural areas through land acquisition and conservation projects.
E. Kenya Wildlife Service
Kenya Wildlife Service is a state corporation responsible for conserving and managing Kenya’s wildlife and protected areas, including national parks and reserves.
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_69ab4c45822c8190830c5f2bb97bcfd0`	completed	March 6, 2026, 9:51 p.m.
NER	Named-entity recognition	`batch_69abe08fe3248190a6bb7de2a2c317b1`	completed	March 7, 2026, 8:23 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69b03188d84081909e23b46c2f75250b`	completed	March 10, 2026, 2:58 p.m.
NEDg	Description generation	`batch_69b036ef40188190880dfe3592107b0e`	completed	March 10, 2026, 3:21 p.m.
NED2	Entity disambiguation (via description)	`batch_69b03bca591c81908b3734cc8f2e712b`	completed	March 10, 2026, 3:42 p.m.

Created at: March 6, 2026, 10:08 p.m.