Triple

T13573456
Position Surface form Disambiguated ID Type / Status
Subject Surrey Heathland E324221 entity
Predicate partOf P40 FINISHED
Object Wealden heath complexes
Wealden heath complexes are extensive lowland heathland landscapes in southeast England characterized by sandy soils, heath vegetation, and high biodiversity, including many rare and specialized species.
 E1048018 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: Wealden heath complexes | Statement: [Surrey Heathland, partOf, Wealden heath complexes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wealden heath complexes
Context triple: [Surrey Heathland, partOf, Wealden heath complexes]
  • A. Berkshire heathlands
    Berkshire heathlands are a mosaic of lowland heath, woodland, and bog habitats in Berkshire, England, known for their rich biodiversity and rare wildlife species.
  • B. 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.
  • C. North Wessex Downs
    North Wessex Downs is a designated Area of Outstanding Natural Beauty in southern England, characterized by rolling chalk downland, ancient woodlands, and rich archaeological heritage.
  • D. Surrey Heathland
    Surrey Heathland is a distinctive lowland heath ecosystem in Surrey, England, characterized by open, sandy soils, heather, and gorse, and noted for its high biodiversity and conservation importance.
  • E. Breckland heath
    Breckland heath is a distinctive lowland heathland habitat in eastern England, characterized by dry, sandy soils and specialized wildlife adapted to its open, nutrient-poor conditions.
  • 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: Wealden heath complexes
Triple: [Surrey Heathland, partOf, Wealden heath complexes]
Generated description
Wealden heath complexes are extensive lowland heathland landscapes in southeast England characterized by sandy soils, heath vegetation, and high biodiversity, including many rare and specialized species.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wealden heath complexes
Target entity description: Wealden heath complexes are extensive lowland heathland landscapes in southeast England characterized by sandy soils, heath vegetation, and high biodiversity, including many rare and specialized species.
  • A. Berkshire heathlands
    Berkshire heathlands are a mosaic of lowland heath, woodland, and bog habitats in Berkshire, England, known for their rich biodiversity and rare wildlife species.
  • B. 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.
  • C. North Wessex Downs
    North Wessex Downs is a designated Area of Outstanding Natural Beauty in southern England, characterized by rolling chalk downland, ancient woodlands, and rich archaeological heritage.
  • D. Surrey Heathland
    Surrey Heathland is a distinctive lowland heath ecosystem in Surrey, England, characterized by open, sandy soils, heather, and gorse, and noted for its high biodiversity and conservation importance.
  • E. Breckland heath
    Breckland heath is a distinctive lowland heathland habitat in eastern England, characterized by dry, sandy soils and specialized wildlife adapted to its open, nutrient-poor conditions.
  • 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_69d80769100c819099111274614f5ed2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb0106cb48190b20eb9bda131a68a completed April 12, 2026, 2:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bb827d48190958e5710d554cd04 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77641e5308190a75bcffeb9bfd7b4 completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f7792601748190ba2b95fbfc9f8a3a completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:48 p.m.