Triple

T1583615

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lower Zambezi National Park	`E34022`	entity
Predicate	governingBody	`P46`	FINISHED
Object	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.	`E180444`	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 National Parks and Wildlife (Zambia) | Statement: [Lower Zambezi National Park, governingBody, Department of National Parks and Wildlife (Zambia)]

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

Target entity: Department of National Parks and Wildlife (Zambia)
Context triple: [Lower Zambezi National Park, governingBody, Department of National Parks and Wildlife (Zambia)]

A. 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.
B. 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.
C. South Luangwa National Park
South Luangwa National Park is a renowned wildlife reserve in eastern Zambia, famous for its high densities of big game, walking safaris, and unspoiled Luangwa River ecosystem.
D. Lower Zambezi National Park
Lower Zambezi National Park is a renowned wildlife reserve in southeastern Zambia along the Zambezi River, famous for its rich biodiversity, canoe safaris, and scenic riverine landscapes.
E. Tanzania National Parks Authority
The Tanzania National Parks Authority is the government agency responsible for managing and conserving Tanzania’s national parks and their wildlife.
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 National Parks and Wildlife (Zambia)
Triple: [Lower Zambezi National Park, governingBody, Department of National Parks and Wildlife (Zambia)]

Generated description

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.

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

Target entity: Department of National Parks and Wildlife (Zambia)
Target entity description: 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.

A. 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.
B. 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.
C. South Luangwa National Park
South Luangwa National Park is a renowned wildlife reserve in eastern Zambia, famous for its high densities of big game, walking safaris, and unspoiled Luangwa River ecosystem.
D. Lower Zambezi National Park
Lower Zambezi National Park is a renowned wildlife reserve in southeastern Zambia along the Zambezi River, famous for its rich biodiversity, canoe safaris, and scenic riverine landscapes.
E. Tanzania National Parks Authority
The Tanzania National Parks Authority is the government agency responsible for managing and conserving Tanzania’s national parks and their wildlife.
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_69a885fceb2c8190b47e0f7c0aefbff0`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a908f0e72c8190bb7a2a0c77379060`	completed	March 5, 2026, 4:39 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad4698cde88190a113cb7cebc3df1e`	completed	March 8, 2026, 9:51 a.m.
NEDg	Description generation	`batch_69ad47189b388190acd217b2ba37533b`	completed	March 8, 2026, 9:53 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad47ffc5088190aeba84f6d92ff86f`	completed	March 8, 2026, 9:57 a.m.

Created at: March 4, 2026, 7:27 p.m.