Triple

T22116640

Position	Surface form	Disambiguated ID	Type / Status
Subject	South African National Biodiversity Institute	`E546560`	entity
Predicate	operates	`P24`	FINISHED
Object	Pretoria National Botanical Garden Pretoria National Botanical Garden is a major botanical garden in Pretoria, South Africa, showcasing the country’s diverse indigenous plant life and serving as a center for conservation, research, and environmental education.	`E1521207`	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: Pretoria National Botanical Garden | Statement: [South African National Biodiversity Institute, operates, Pretoria National Botanical Garden]

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

Target entity: Pretoria National Botanical Garden
Context triple: [South African National Biodiversity Institute, operates, Pretoria National Botanical Garden]

A. Walter Sisulu National Botanical Garden
Walter Sisulu National Botanical Garden is a major South African botanical garden in Gauteng, renowned for its diverse indigenous plant collections, dramatic waterfall, and resident Verreaux’s eagle pair.
B. Johannesburg Botanical Garden
Johannesburg Botanical Garden is a large public garden and green space in Johannesburg known for its diverse plant collections, themed gardens, and recreational areas around Emmarentia Dam.
C. Kirstenbosch National Botanical Garden
Kirstenbosch National Botanical Garden is a renowned botanical garden in Cape Town, South Africa, celebrated for its rich collection of indigenous flora and its scenic setting on the eastern slopes of Table Mountain.
D. Durban Botanic Gardens
Durban Botanic Gardens is a historic botanical garden in Durban, South Africa, renowned for its diverse plant collections and tranquil landscaped grounds.
E. Hakgala Botanical Garden
Hakgala Botanical Garden is a renowned high-altitude garden in Sri Lanka celebrated for its cool climate, diverse plant collections, and scenic mountain setting.
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: Pretoria National Botanical Garden
Triple: [South African National Biodiversity Institute, operates, Pretoria National Botanical Garden]

Generated description

Pretoria National Botanical Garden is a major botanical garden in Pretoria, South Africa, showcasing the country’s diverse indigenous plant life and serving as a center for conservation, research, and environmental education.

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

Target entity: Pretoria National Botanical Garden
Target entity description: Pretoria National Botanical Garden is a major botanical garden in Pretoria, South Africa, showcasing the country’s diverse indigenous plant life and serving as a center for conservation, research, and environmental education.

A. Walter Sisulu National Botanical Garden
Walter Sisulu National Botanical Garden is a major South African botanical garden in Gauteng, renowned for its diverse indigenous plant collections, dramatic waterfall, and resident Verreaux’s eagle pair.
B. Johannesburg Botanical Garden
Johannesburg Botanical Garden is a large public garden and green space in Johannesburg known for its diverse plant collections, themed gardens, and recreational areas around Emmarentia Dam.
C. Kirstenbosch National Botanical Garden
Kirstenbosch National Botanical Garden is a renowned botanical garden in Cape Town, South Africa, celebrated for its rich collection of indigenous flora and its scenic setting on the eastern slopes of Table Mountain.
D. Durban Botanic Gardens
Durban Botanic Gardens is a historic botanical garden in Durban, South Africa, renowned for its diverse plant collections and tranquil landscaped grounds.
E. Hakgala Botanical Garden
Hakgala Botanical Garden is a renowned high-altitude garden in Sri Lanka celebrated for its cool climate, diverse plant collections, and scenic mountain setting.
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_69e11e38b3848190ac3a4fa97d56e65a`	completed	April 16, 2026, 5:36 p.m.
NER	Named-entity recognition	`batch_69f1294e85708190b455846bacbdfd03`	completed	April 28, 2026, 9:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0a96ef6a74819098a09c1b7829ae10`	completed	May 18, 2026, 4:34 a.m.
NEDg	Description generation	`batch_6a0a9790deac8190bdc998971cfccc1a`	completed	May 18, 2026, 4:37 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0a98543b2c8190ba00964fd788bb5f`	completed	May 18, 2026, 4:40 a.m.

Created at: April 16, 2026, 8:31 p.m.