Triple

T8637745
Position Surface form Disambiguated ID Type / Status
Subject Weardale E204564 entity
Predicate hasSettlement P1068 FINISHED
Object Frosterley
Frosterley is a small village in County Durham, England, situated in the rural Weardale valley and known historically for its quarrying and distinctive “Frosterley marble.”
 E747185 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: Frosterley | Statement: [Weardale, hasSettlement, Frosterley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frosterley
Context triple: [Weardale, hasSettlement, Frosterley]
  • A. Yarrowford
    Yarrowford is a small village in the Scottish Borders region of Scotland, situated in the Yarrow Valley near the River Yarrow.
  • B. Fritchley
    Fritchley is a small village in Derbyshire, England, known for its rural character and proximity to the larger village of Crich.
  • C. Sharneyford
    Sharneyford is a small settlement in Lancashire, England, situated within the Rossendale Valley near the border with West Yorkshire.
  • D. Flotterstone
    Flotterstone is a popular walking and recreation area on the northern edge of the Pentland Hills near Edinburgh, known for its scenic reservoir, trails, and access to the surrounding hills.
  • E. Stonyford
    Stonyford is a small rural community in Northern California known for its proximity to the Mendocino National Forest and outdoor recreation opportunities.
  • 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: Frosterley
Triple: [Weardale, hasSettlement, Frosterley]
Generated description
Frosterley is a small village in County Durham, England, situated in the rural Weardale valley and known historically for its quarrying and distinctive “Frosterley marble.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frosterley
Target entity description: Frosterley is a small village in County Durham, England, situated in the rural Weardale valley and known historically for its quarrying and distinctive “Frosterley marble.”
  • A. Yarrowford
    Yarrowford is a small village in the Scottish Borders region of Scotland, situated in the Yarrow Valley near the River Yarrow.
  • B. Fritchley
    Fritchley is a small village in Derbyshire, England, known for its rural character and proximity to the larger village of Crich.
  • C. Sharneyford
    Sharneyford is a small settlement in Lancashire, England, situated within the Rossendale Valley near the border with West Yorkshire.
  • D. Flotterstone
    Flotterstone is a popular walking and recreation area on the northern edge of the Pentland Hills near Edinburgh, known for its scenic reservoir, trails, and access to the surrounding hills.
  • E. Stonyford
    Stonyford is a small rural community in Northern California known for its proximity to the Mendocino National Forest and outdoor recreation opportunities.
  • 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_69ca834b903c8190add96cc651e1a477 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc476255508190b3e5855232b399a0 completed March 31, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebc2c2b84819087a9f23b47c607e8 completed April 2, 2026, 6:57 p.m.
NEDg Description generation batch_69cebd4633f08190971d5d67e5a7496a completed April 2, 2026, 7:02 p.m.
NED2 Entity disambiguation (via description) batch_69cebe12fa94819099e37ed9e5cd83b7 completed April 2, 2026, 7:05 p.m.
Created at: March 30, 2026, 6:28 p.m.