Triple

T5427656
Position Surface form Disambiguated ID Type / Status
Subject Carmarthen Bay coast E121400 entity
Predicate hasProtectedArea P855 FINISHED
Object Carmarthen Bay Special Protection Area
Carmarthen Bay Special Protection Area is a designated coastal conservation site in Wales recognized for its internationally important habitats and bird populations.
 E521786 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: Carmarthen Bay Special Protection Area | Statement: [Carmarthen Bay coast, hasProtectedArea, Carmarthen Bay Special Protection Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Carmarthen Bay Special Protection Area
Context triple: [Carmarthen Bay coast, hasProtectedArea, Carmarthen Bay Special Protection Area]
  • A. Carmarthen Bay and Estuaries Special Area of Conservation
    Carmarthen Bay and Estuaries Special Area of Conservation is a protected marine and coastal site in southwest Wales, designated for its internationally important habitats, wildlife, and scenic shorelines.
  • B. Cardigan Bay Special Area of Conservation
    Cardigan Bay Special Area of Conservation is a protected marine site off the coast of west Wales, renowned for its bottlenose dolphins and diverse coastal and marine habitats.
  • C. Dyfi National Nature Reserve
    Dyfi National Nature Reserve is a protected coastal wetland in mid Wales renowned for its diverse habitats, rich birdlife, and important conservation value within the Dyfi estuary.
  • D. Anglesey AONB
    Anglesey AONB is a designated Area of Outstanding Natural Beauty on the Isle of Anglesey in Wales, recognized for its scenic coastal landscapes, wildlife habitats, and cultural heritage.
  • E. Portsmouth Harbour Special Protection Area
    Portsmouth Harbour Special Protection Area is a protected coastal site in southern England designated for the conservation of internationally important bird populations and their intertidal habitats.
  • 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: Carmarthen Bay Special Protection Area
Triple: [Carmarthen Bay coast, hasProtectedArea, Carmarthen Bay Special Protection Area]
Generated description
Carmarthen Bay Special Protection Area is a designated coastal conservation site in Wales recognized for its internationally important habitats and bird populations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Carmarthen Bay Special Protection Area
Target entity description: Carmarthen Bay Special Protection Area is a designated coastal conservation site in Wales recognized for its internationally important habitats and bird populations.
  • A. Carmarthen Bay and Estuaries Special Area of Conservation
    Carmarthen Bay and Estuaries Special Area of Conservation is a protected marine and coastal site in southwest Wales, designated for its internationally important habitats, wildlife, and scenic shorelines.
  • B. Cardigan Bay Special Area of Conservation
    Cardigan Bay Special Area of Conservation is a protected marine site off the coast of west Wales, renowned for its bottlenose dolphins and diverse coastal and marine habitats.
  • C. Dyfi National Nature Reserve
    Dyfi National Nature Reserve is a protected coastal wetland in mid Wales renowned for its diverse habitats, rich birdlife, and important conservation value within the Dyfi estuary.
  • D. Anglesey AONB
    Anglesey AONB is a designated Area of Outstanding Natural Beauty on the Isle of Anglesey in Wales, recognized for its scenic coastal landscapes, wildlife habitats, and cultural heritage.
  • E. Portsmouth Harbour Special Protection Area
    Portsmouth Harbour Special Protection Area is a protected coastal site in southern England designated for the conservation of internationally important bird populations and their intertidal habitats.
  • 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_69bd463c65f0819082ee6483ab4b466a completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd881998308190a071af0fe44997bc completed March 20, 2026, 5:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4125e490819088f70090cf8d81fa completed March 22, 2026, 1:08 a.m.
NEDg Description generation batch_69bf453d171081909a0d2b2ac7db13a4 completed March 22, 2026, 1:26 a.m.
NED2 Entity disambiguation (via description) batch_69bf45c75e2c8190a1508e8e90253f88 completed March 22, 2026, 1:28 a.m.
Created at: March 20, 2026, 2:06 p.m.