Triple

T12881567

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cornwall Area of Outstanding Natural Beauty	`E308106`	entity
Predicate	hasManagementPlan	`P8851`	FINISHED
Object	Cornwall AONB Management Plan The Cornwall AONB Management Plan is a strategic document that sets out policies, objectives, and actions for conserving and enhancing the natural beauty and special qualities of the Cornwall Area of Outstanding Natural Beauty.	`E308106`	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: Cornwall AONB Management Plan | Statement: [Cornwall Area of Outstanding Natural Beauty, hasManagementPlan, Cornwall AONB Management Plan]

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

Target entity: Cornwall AONB Management Plan
Context triple: [Cornwall Area of Outstanding Natural Beauty, hasManagementPlan, Cornwall AONB Management Plan]

A. South Devon AONB
South Devon AONB is a protected coastal and countryside landscape in South West England, renowned for its dramatic cliffs, sandy beaches, rolling farmland, and picturesque estuaries.
B. Peak District National Park Management Plan
The Peak District National Park Management Plan is the strategic framework that sets out long-term policies, priorities, and actions for conserving, enhancing, and managing the Peak District National Park.
C. North Devon Coast AONB
North Devon Coast AONB is a protected coastal landscape in southwest England renowned for its dramatic cliffs, sandy beaches, dunes, and rich wildlife habitats.
D. Blackdown Hills AONB Partnership
Blackdown Hills AONB Partnership is the managing organization responsible for conserving, enhancing, and promoting the natural beauty and cultural heritage of the Blackdown Hills Area of Outstanding Natural Beauty in southwest England.
E. Cornwall Area of Outstanding Natural Beauty
Cornwall Area of Outstanding Natural Beauty is a protected coastal and countryside landscape in southwest England renowned for its dramatic cliffs, historic sites, and unspoiled natural scenery.
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: Cornwall AONB Management Plan
Triple: [Cornwall Area of Outstanding Natural Beauty, hasManagementPlan, Cornwall AONB Management Plan]

Generated description

The Cornwall AONB Management Plan is a strategic document that sets out policies, objectives, and actions for conserving and enhancing the natural beauty and special qualities of the Cornwall Area of Outstanding Natural Beauty.

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

Target entity: Cornwall AONB Management Plan
Target entity description: The Cornwall AONB Management Plan is a strategic document that sets out policies, objectives, and actions for conserving and enhancing the natural beauty and special qualities of the Cornwall Area of Outstanding Natural Beauty.

A. South Devon AONB
South Devon AONB is a protected coastal and countryside landscape in South West England, renowned for its dramatic cliffs, sandy beaches, rolling farmland, and picturesque estuaries.
B. Peak District National Park Management Plan
The Peak District National Park Management Plan is the strategic framework that sets out long-term policies, priorities, and actions for conserving, enhancing, and managing the Peak District National Park.
C. North Devon Coast AONB
North Devon Coast AONB is a protected coastal landscape in southwest England renowned for its dramatic cliffs, sandy beaches, dunes, and rich wildlife habitats.
D. Blackdown Hills AONB Partnership
Blackdown Hills AONB Partnership is the managing organization responsible for conserving, enhancing, and promoting the natural beauty and cultural heritage of the Blackdown Hills Area of Outstanding Natural Beauty in southwest England.
E. Cornwall Area of Outstanding Natural Beauty chosen
Cornwall Area of Outstanding Natural Beauty is a protected coastal and countryside landscape in southwest England renowned for its dramatic cliffs, historic sites, and unspoiled natural scenery.
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_69d7bdf69bc48190af6c2621f28ca351`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d970fd15888190baf90fc30f2a3e25`	completed	April 10, 2026, 9:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6a55393a88190a88c9357a6db5aec`	completed	May 3, 2026, 1:30 a.m.
NEDg	Description generation	`batch_69f6a6db731c819091b96c4ed6a50f19`	completed	May 3, 2026, 1:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6a8a31264819082c1ce67eaa529cc`	completed	May 3, 2026, 1:45 a.m.

Created at: April 9, 2026, 5:39 p.m.