Triple

T15762666
Position Surface form Disambiguated ID Type / Status
Subject East Cork E382135 entity
Predicate hasProtectedArea P855 FINISHED
Object Ballymacoda Bay SPA
Ballymacoda Bay SPA is a Special Protection Area on the south coast of Ireland recognized for its important coastal habitats and internationally significant bird populations.
 E1176029 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: Ballymacoda Bay SPA | Statement: [East Cork, hasProtectedArea, Ballymacoda Bay SPA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ballymacoda Bay SPA
Context triple: [East Cork, hasProtectedArea, Ballymacoda Bay SPA]
  • A. Cork Harbour Special Protection Area
    Cork Harbour Special Protection Area is a protected coastal and estuarine site in County Cork, Ireland, designated primarily for the conservation of important bird populations and their habitats.
  • B. Murlough National Nature Reserve
    Murlough National Nature Reserve is a coastal dune and wildlife reserve in County Down, Northern Ireland, renowned for its sand dune system, rich biodiversity, and scenic views of Dundrum Bay and the Mourne Mountains.
  • C. Cardigan Bay Special Protection Area
    Cardigan Bay Special Protection Area is a protected marine and coastal zone in Cardigan Bay, Wales, designated primarily to safeguard important seabird populations and their habitats.
  • D. St Abbs Head National Nature Reserve
    St Abbs Head National Nature Reserve is a rugged coastal headland in southeastern Scotland renowned for its dramatic cliffs, seabird colonies, and rich marine and grassland habitats.
  • E. North Bull Island Special Protection Area
    North Bull Island Special Protection Area is a protected coastal wildlife site in Dublin Bay, internationally important for its bird populations and sensitive dune and wetland 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: Ballymacoda Bay SPA
Triple: [East Cork, hasProtectedArea, Ballymacoda Bay SPA]
Generated description
Ballymacoda Bay SPA is a Special Protection Area on the south coast of Ireland recognized for its important coastal habitats and internationally significant bird populations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ballymacoda Bay SPA
Target entity description: Ballymacoda Bay SPA is a Special Protection Area on the south coast of Ireland recognized for its important coastal habitats and internationally significant bird populations.
  • A. Cork Harbour Special Protection Area
    Cork Harbour Special Protection Area is a protected coastal and estuarine site in County Cork, Ireland, designated primarily for the conservation of important bird populations and their habitats.
  • B. Murlough National Nature Reserve
    Murlough National Nature Reserve is a coastal dune and wildlife reserve in County Down, Northern Ireland, renowned for its sand dune system, rich biodiversity, and scenic views of Dundrum Bay and the Mourne Mountains.
  • C. Cardigan Bay Special Protection Area
    Cardigan Bay Special Protection Area is a protected marine and coastal zone in Cardigan Bay, Wales, designated primarily to safeguard important seabird populations and their habitats.
  • D. St Abbs Head National Nature Reserve
    St Abbs Head National Nature Reserve is a rugged coastal headland in southeastern Scotland renowned for its dramatic cliffs, seabird colonies, and rich marine and grassland habitats.
  • E. North Bull Island Special Protection Area
    North Bull Island Special Protection Area is a protected coastal wildlife site in Dublin Bay, internationally important for its bird populations and sensitive dune and wetland 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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e050b6c9fc8190a1bcf763c4b04b12 completed April 16, 2026, 3 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff8776c2488190ad27fd79e2ce4e14 completed May 9, 2026, 7:13 p.m.
NEDg Description generation batch_69ff8b6c44d081908e35ca17b5ce2189 completed May 9, 2026, 7:30 p.m.
NED2 Entity disambiguation (via description) batch_69ff8ca1c1f08190aeb6f7421d54c2de completed May 9, 2026, 7:36 p.m.
Created at: April 10, 2026, 4:47 a.m.