Triple

T8853798

Position	Surface form	Disambiguated ID	Type / Status
Subject	Nyika National Park	`E210701`	entity
Predicate	governingBody	`P46`	FINISHED
Object	Department of National Parks and Wildlife (Malawi) The Department of National Parks and Wildlife (Malawi) is the government agency responsible for managing and conserving Malawi’s national parks, wildlife reserves, and biodiversity.	`E761990`	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 (Malawi) | Statement: [Nyika National Park, governingBody, Department of National Parks and Wildlife (Malawi)]

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

Target entity: Department of National Parks and Wildlife (Malawi)
Context triple: [Nyika National Park, governingBody, Department of National Parks and Wildlife (Malawi)]

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. 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.
C. 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.
D. 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.
E. 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.
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 (Malawi)
Triple: [Nyika National Park, governingBody, Department of National Parks and Wildlife (Malawi)]

Generated description

The Department of National Parks and Wildlife (Malawi) is the government agency responsible for managing and conserving Malawi’s national parks, wildlife reserves, and biodiversity.

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

Target entity: Department of National Parks and Wildlife (Malawi)
Target entity description: The Department of National Parks and Wildlife (Malawi) is the government agency responsible for managing and conserving Malawi’s national parks, wildlife reserves, and biodiversity.

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. 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.
C. 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.
D. 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.
E. 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.
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_69ca838a424c8190b1ecac115c2927e7`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc60c55e348190957b3bbb7397e380`	completed	April 1, 2026, 12:03 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfa09557dc81908b5690bf5c392528`	completed	April 3, 2026, 11:12 a.m.
NEDg	Description generation	`batch_69cfa1503654819086db66f237f035a1`	completed	April 3, 2026, 11:15 a.m.
NED2	Entity disambiguation (via description)	`batch_69cfa1b051cc8190b95c930883cec519`	completed	April 3, 2026, 11:17 a.m.

Created at: March 30, 2026, 6:49 p.m.