Triple

T2989104
Position Surface form Disambiguated ID Type / Status
Subject Norfolk Coast Area of Outstanding Natural Beauty E80700 entity
Predicate contains P35 FINISHED
Object Stiffkey salt marshes
Stiffkey salt marshes are an extensive coastal wetland on the north Norfolk coast of England, noted for their rich birdlife, tidal creeks, and unspoiled natural landscapes.
E316236 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: Stiffkey salt marshes | Statement: [Norfolk Coast Area of Outstanding Natural Beauty, contains, Stiffkey salt marshes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stiffkey salt marshes
Context triple: [Norfolk Coast Area of Outstanding Natural Beauty, contains, Stiffkey salt marshes]
  • A. Alsea Bay salt marshes
    The Alsea Bay salt marshes are coastal wetlands in Oregon that form part of the Alsea Bay estuary, providing vital habitat for wildlife and contributing to the region’s ecological health.
  • B. Solway marshes
    Solway marshes are a coastal wetland area along the Solway Firth in northwest England, known for their rich birdlife, saltmarsh habitats, and importance as a protected nature reserve.
  • C. Romney Marsh
    Romney Marsh is a low-lying coastal wetland area in Kent and East Sussex, England, known for its sheep farming, drainage ditches, and historic smuggling associations.
  • D. Jutland heathlands
    Jutland heathlands are expansive, windswept heath ecosystems of western Denmark characterized by open moorland, sandy soils, and hardy vegetation shaped by a cool, maritime climate.
  • E. The Wash National Nature Reserve
    The Wash National Nature Reserve is a vast coastal wetland in eastern England, renowned for its salt marshes, mudflats, and internationally important populations of migratory and overwintering birds.
  • 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: Stiffkey salt marshes
Triple: [Norfolk Coast Area of Outstanding Natural Beauty, contains, Stiffkey salt marshes]
Generated description
Stiffkey salt marshes are an extensive coastal wetland on the north Norfolk coast of England, noted for their rich birdlife, tidal creeks, and unspoiled natural landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stiffkey salt marshes
Target entity description: Stiffkey salt marshes are an extensive coastal wetland on the north Norfolk coast of England, noted for their rich birdlife, tidal creeks, and unspoiled natural landscapes.
  • A. Alsea Bay salt marshes
    The Alsea Bay salt marshes are coastal wetlands in Oregon that form part of the Alsea Bay estuary, providing vital habitat for wildlife and contributing to the region’s ecological health.
  • B. Solway marshes
    Solway marshes are a coastal wetland area along the Solway Firth in northwest England, known for their rich birdlife, saltmarsh habitats, and importance as a protected nature reserve.
  • C. Romney Marsh
    Romney Marsh is a low-lying coastal wetland area in Kent and East Sussex, England, known for its sheep farming, drainage ditches, and historic smuggling associations.
  • D. Jutland heathlands
    Jutland heathlands are expansive, windswept heath ecosystems of western Denmark characterized by open moorland, sandy soils, and hardy vegetation shaped by a cool, maritime climate.
  • E. The Wash National Nature Reserve
    The Wash National Nature Reserve is a vast coastal wetland in eastern England, renowned for its salt marshes, mudflats, and internationally important populations of migratory and overwintering birds.
  • 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_69ad8b16c3488190b47b6aa7a59a335b completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99dcdb00819092ca5f10396408e0 completed March 8, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b10900bf2481908b7742604c6d75e9 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10bda5d848190af553c5f245b165d completed March 11, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_69b10c9198288190a3e3ea7112ea4460 completed March 11, 2026, 6:32 a.m.
Created at: March 8, 2026, 2:59 p.m.