Triple

T12264566
Position Surface form Disambiguated ID Type / Status
Subject Firth of Forth coastline E292308 entity
Predicate hasNatureReserve P3788 FINISHED
Object Firth of Forth SPA
Firth of Forth SPA is a protected coastal and marine area in eastern Scotland designated for the conservation of internationally important seabird and waterfowl populations.
 E970454 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: Firth of Forth SPA | Statement: [Firth of Forth coastline, hasNatureReserve, Firth of Forth SPA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Firth of Forth SPA
Context triple: [Firth of Forth coastline, hasNatureReserve, Firth of Forth SPA]
  • A. Moray Firth Special Area of Conservation
    Moray Firth Special Area of Conservation is a protected marine and coastal site in northeastern Scotland, designated for its rich biodiversity and important habitats for species such as bottlenose dolphins and seabirds.
  • B. Buchan Ness and Collieston Coast SPA
    Buchan Ness and Collieston Coast SPA is a Special Protection Area on the northeast coast of Scotland, designated for its internationally important seabird populations and coastal habitats.
  • C. Tentsmuir Point National Nature Reserve
    Tentsmuir Point National Nature Reserve is a protected coastal wildlife area in northeast Fife, Scotland, known for its sand dunes, mudflats, and rich birdlife.
  • D. Loch Leven National Nature Reserve
    Loch Leven National Nature Reserve is a protected wildlife and wetland area in central Scotland, renowned for its large freshwater loch, rich birdlife, and important habitats for migratory waterfowl.
  • E. Berwickshire Marine Reserve
    Berwickshire Marine Reserve is a protected coastal and marine area in southeastern Scotland known for its rich marine biodiversity and popular diving sites along the North Sea.
  • 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: Firth of Forth SPA
Triple: [Firth of Forth coastline, hasNatureReserve, Firth of Forth SPA]
Generated description
Firth of Forth SPA is a protected coastal and marine area in eastern Scotland designated for the conservation of internationally important seabird and waterfowl populations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Firth of Forth SPA
Target entity description: Firth of Forth SPA is a protected coastal and marine area in eastern Scotland designated for the conservation of internationally important seabird and waterfowl populations.
  • A. Moray Firth Special Area of Conservation
    Moray Firth Special Area of Conservation is a protected marine and coastal site in northeastern Scotland, designated for its rich biodiversity and important habitats for species such as bottlenose dolphins and seabirds.
  • B. Buchan Ness and Collieston Coast SPA
    Buchan Ness and Collieston Coast SPA is a Special Protection Area on the northeast coast of Scotland, designated for its internationally important seabird populations and coastal habitats.
  • C. Tentsmuir Point National Nature Reserve
    Tentsmuir Point National Nature Reserve is a protected coastal wildlife area in northeast Fife, Scotland, known for its sand dunes, mudflats, and rich birdlife.
  • D. Loch Leven National Nature Reserve
    Loch Leven National Nature Reserve is a protected wildlife and wetland area in central Scotland, renowned for its large freshwater loch, rich birdlife, and important habitats for migratory waterfowl.
  • E. Berwickshire Marine Reserve
    Berwickshire Marine Reserve is a protected coastal and marine area in southeastern Scotland known for its rich marine biodiversity and popular diving sites along the North Sea.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cdc42988190b4e2a6591a6f919d completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ac4f2bc8190b5fde350c9e61bd6 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60c9276d0819086b5f7712fe8d6e6 completed May 2, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69f60d4889d48190b2dfda8a0978cc72 completed May 2, 2026, 2:42 p.m.
Created at: April 8, 2026, 9:52 p.m.