Triple

T10175480
Position Surface form Disambiguated ID Type / Status
Subject Thames and Severn Canal E235840 entity
Predicate waterSource P4102 FINISHED
Object Cotswold springs
Cotswold springs are natural freshwater sources in the Cotswolds region of England that feed local rivers and canals, including the Thames and Severn Canal.
 E846172 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: Cotswold springs | Statement: [Thames and Severn Canal, waterSource, Cotswold springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cotswold springs
Context triple: [Thames and Severn Canal, waterSource, Cotswold springs]
  • A. Tillingbourne valley
    Tillingbourne valley is a scenic river valley in Surrey, England, known for its historic villages, watermills, and picturesque countryside.
  • B. Worth Valley
    Worth Valley is a scenic valley in West Yorkshire, England, known for its historic villages, moorland landscapes, and association with the Brontë literary heritage.
  • C. Vale of White Horse
    Vale of White Horse is a local government district in Oxfordshire, England, named after the prehistoric Uffington White Horse hill figure and known for its rural landscapes and historic market towns.
  • D. Frensham Ponds
    Frensham Ponds are a pair of large man-made lakes in Surrey, England, known for their sandy beaches, heathland surroundings, and popularity for walking, wildlife, and water-based recreation.
  • E. Severn Vale
    Severn Vale is a broad, low-lying valley in western England formed by the River Severn, known for its rural landscapes and views from the surrounding Cotswold escarpment.
  • 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: Cotswold springs
Triple: [Thames and Severn Canal, waterSource, Cotswold springs]
Generated description
Cotswold springs are natural freshwater sources in the Cotswolds region of England that feed local rivers and canals, including the Thames and Severn Canal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cotswold springs
Target entity description: Cotswold springs are natural freshwater sources in the Cotswolds region of England that feed local rivers and canals, including the Thames and Severn Canal.
  • A. Tillingbourne valley
    Tillingbourne valley is a scenic river valley in Surrey, England, known for its historic villages, watermills, and picturesque countryside.
  • B. Worth Valley
    Worth Valley is a scenic valley in West Yorkshire, England, known for its historic villages, moorland landscapes, and association with the Brontë literary heritage.
  • C. Vale of White Horse
    Vale of White Horse is a local government district in Oxfordshire, England, named after the prehistoric Uffington White Horse hill figure and known for its rural landscapes and historic market towns.
  • D. Frensham Ponds
    Frensham Ponds are a pair of large man-made lakes in Surrey, England, known for their sandy beaches, heathland surroundings, and popularity for walking, wildlife, and water-based recreation.
  • E. Severn Vale
    Severn Vale is a broad, low-lying valley in western England formed by the River Severn, known for its rural landscapes and views from the surrounding Cotswold escarpment.
  • 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_69ca84d1d5f88190ab878a1021ecff68 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdecd26a8c8190a391b9d5e47ebb72 completed April 2, 2026, 4:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d3011742b48190bc8b8b6ba03c32b0 completed April 6, 2026, 12:40 a.m.
NEDg Description generation batch_69d3028994fc81908507449a10e7e093 completed April 6, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_69d3031ed1e88190b9906338285a6e46 completed April 6, 2026, 12:49 a.m.
Created at: March 30, 2026, 9:11 p.m.