Triple

T1291784

Position	Surface form	Disambiguated ID	Type / Status
Subject	Brecon Beacons	`E27563`	entity
Predicate	hasDesignation	`P974`	FINISHED
Object	International Dark Sky Reserve An International Dark Sky Reserve is a protected area recognized for its exceptionally clear, low-light-pollution night skies and active efforts to preserve and promote astronomical observation and dark-sky conservation.	`E147217`	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: International Dark Sky Reserve | Statement: [Brecon Beacons, hasDesignation, International Dark Sky Reserve]

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

Target entity: International Dark Sky Reserve
Context triple: [Brecon Beacons, hasDesignation, International Dark Sky Reserve]

A. International Dark Sky Park
An International Dark Sky Park is a protected area recognized for its exceptionally clear, dark night skies and commitment to preserving natural darkness for astronomy, wildlife, and public enjoyment.
B. International Dark-Sky Association
The International Dark-Sky Association is a nonprofit organization dedicated to protecting night skies from light pollution through advocacy, education, and the designation of certified dark-sky places worldwide.
C. UNESCO Global Geoparks
UNESCO Global Geoparks are internationally designated areas that promote the protection and sustainable use of geological heritage through education, conservation, and local community development.
D. National Scenic Area
A National Scenic Area is a protected landscape in the United Kingdom recognized for its exceptional natural beauty and conserved for public enjoyment and environmental preservation.
E. Area of Outstanding Natural Beauty
An Area of Outstanding Natural Beauty is a protected landscape in the United Kingdom recognized for its exceptional natural beauty, conserved for environmental, cultural, and recreational value.
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: International Dark Sky Reserve
Triple: [Brecon Beacons, hasDesignation, International Dark Sky Reserve]

Generated description

An International Dark Sky Reserve is a protected area recognized for its exceptionally clear, low-light-pollution night skies and active efforts to preserve and promote astronomical observation and dark-sky conservation.

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

Target entity: International Dark Sky Reserve
Target entity description: An International Dark Sky Reserve is a protected area recognized for its exceptionally clear, low-light-pollution night skies and active efforts to preserve and promote astronomical observation and dark-sky conservation.

A. International Dark Sky Park
An International Dark Sky Park is a protected area recognized for its exceptionally clear, dark night skies and commitment to preserving natural darkness for astronomy, wildlife, and public enjoyment.
B. International Dark-Sky Association
The International Dark-Sky Association is a nonprofit organization dedicated to protecting night skies from light pollution through advocacy, education, and the designation of certified dark-sky places worldwide.
C. UNESCO Global Geoparks
UNESCO Global Geoparks are internationally designated areas that promote the protection and sustainable use of geological heritage through education, conservation, and local community development.
D. National Scenic Area
A National Scenic Area is a protected landscape in the United Kingdom recognized for its exceptional natural beauty and conserved for public enjoyment and environmental preservation.
E. Area of Outstanding Natural Beauty
An Area of Outstanding Natural Beauty is a protected landscape in the United Kingdom recognized for its exceptional natural beauty, conserved for environmental, cultural, and recreational value.
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_69a496d4ec448190ad653b2590c46711`	completed	March 1, 2026, 7:43 p.m.
NER	Named-entity recognition	`batch_69a4c0d7d15081909d3af19b9297f1cc`	completed	March 1, 2026, 10:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acacbf0cf48190937f620900b08d3f`	completed	March 7, 2026, 10:54 p.m.
NEDg	Description generation	`batch_69acad34fc008190a9c06be5cbe8e8c3`	completed	March 7, 2026, 10:56 p.m.
NED2	Entity disambiguation (via description)	`batch_69acadc3ceb48190a9d67c8e90034c49`	completed	March 7, 2026, 10:59 p.m.

Created at: March 1, 2026, 7:51 p.m.