Triple

T4106454
Position Surface form Disambiguated ID Type / Status
Subject Ogmore-by-Sea E88461 entity
Predicate hasCoastDesignation P32977 FINISHED
Object Heritage Coast (nearby Glamorgan Heritage Coast) E110567 NE FINISHED

How this triple was built (3 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: Heritage Coast (nearby Glamorgan Heritage Coast) | Statement: [Ogmore-by-Sea, hasCoastDesignation, Heritage Coast (nearby Glamorgan Heritage Coast)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heritage Coast (nearby Glamorgan Heritage Coast)
Context triple: [Ogmore-by-Sea, hasCoastDesignation, Heritage Coast (nearby Glamorgan Heritage Coast)]
  • A. Glamorgan Heritage Coast chosen
    Glamorgan Heritage Coast is a scenic stretch of protected coastline in South Wales known for its dramatic cliffs, beaches, and rich geological and archaeological features.
  • B. Carmarthen Bay coast
    Carmarthen Bay coast is a scenic stretch of shoreline in southwest Wales known for its wide sandy beaches, rich wildlife habitats, and historic seaside towns.
  • C. Manorbier coastal area
    Manorbier coastal area is a scenic stretch of coastline in southwest Wales known for its sandy beach, dramatic cliffs, and historic castle overlooking the sea.
  • D. Ceredigion coast
    The Ceredigion coast is a scenic stretch of western Wales along Cardigan Bay, known for its sandy beaches, coastal paths, and rich marine wildlife including dolphins and seabirds.
  • E. New Forest coast
    The New Forest coast is a stretch of shoreline in southern England known for its low-lying saltmarshes, mudflats, and views across the Solent toward the Isle of Wight.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasCoastDesignation
Context triple: [Ogmore-by-Sea, hasCoastDesignation, Heritage Coast (nearby Glamorgan Heritage Coast)]
  • A. hasCoastlineDesignation
    Indicates that a geographic area’s coastline has been assigned a specific official classification or status.
  • B. hasHeritageCoastStatus chosen
    Indicates that a coastal area has been officially designated as a Heritage Coast, recognizing its special natural, scenic, or environmental value.
  • C. isCoastalDistrict
    Indicates that a district is located along a coastline or has direct access to a sea or ocean.
  • D. hasCoastalDistrict
    Indicates that an administrative region or area includes at least one district that borders a sea or ocean.
  • E. containsCoastalFeature
    Indicates that one entity geographically includes or encompasses a coastal feature (such as a beach, cliff, bay, or shoreline) within its area or boundaries.
  • F. None of above.

Provenance (4 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_69aed9484fb881909146f4c772ad277c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af03d7240c8190a64dcbc669772808 completed March 9, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b7f88948190b87242e706a488c0 completed March 14, 2026, 2:06 p.m.
PD Predicate disambiguation batch_69af0183eb84819087d7184de28f5514 completed March 9, 2026, 5:21 p.m.
Created at: March 9, 2026, 3:40 p.m.