Triple

T144374
Position Surface form Disambiguated ID Type / Status
Subject Surrey E2921 entity
Predicate containsSettlement P847 FINISHED
Object Ashford, Surrey
Ashford, Surrey is a suburban town in the borough of Spelthorne in southeast England, situated near Heathrow Airport and within the London commuter belt.
 E29694 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: Ashford, Surrey | Statement: [Surrey, containsSettlement, Ashford, Surrey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ashford, Surrey
Context triple: [Surrey, containsSettlement, Ashford, Surrey]
  • A. Oxted
    Oxted is a commuter town in southeast England known for its proximity to London and location at the foot of the North Downs.
  • B. Esher
    Esher is a suburban town in the borough of Elmbridge in Surrey, England, known for its affluent residential character and proximity to London.
  • C. Farnham
    Farnham is a historic market town in southern England known for its Georgian streets, medieval castle, and surrounding Surrey countryside.
  • D. Addlestone
    Addlestone is a suburban town in southeast England known for its residential character and proximity to London.
  • E. Egham
    Egham is a town in the county of Surrey in southeast England, known for its proximity to Runnymede, where Magna Carta was sealed.
  • 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: Ashford, Surrey
Triple: [Surrey, containsSettlement, Ashford, Surrey]
Generated description
Ashford, Surrey is a suburban town in the borough of Spelthorne in southeast England, situated near Heathrow Airport and within the London commuter belt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ashford, Surrey
Target entity description: Ashford, Surrey is a suburban town in the borough of Spelthorne in southeast England, situated near Heathrow Airport and within the London commuter belt.
  • A. Oxted
    Oxted is a commuter town in southeast England known for its proximity to London and location at the foot of the North Downs.
  • B. Esher
    Esher is a suburban town in the borough of Elmbridge in Surrey, England, known for its affluent residential character and proximity to London.
  • C. Farnham
    Farnham is a historic market town in southern England known for its Georgian streets, medieval castle, and surrounding Surrey countryside.
  • D. Addlestone
    Addlestone is a suburban town in southeast England known for its residential character and proximity to London.
  • E. Egham
    Egham is a town in the county of Surrey in southeast England, known for its proximity to Runnymede, where Magna Carta was sealed.
  • 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_69a2521e35c08190b28e5c9f1e3c9b59 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a257e935bc8190a03e54a10e9ba6f7 completed Feb. 28, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69a35e9e2b8c8190913c083e841c98d8 completed Feb. 28, 2026, 9:31 p.m.
NEDg Description generation batch_69a360e00a0c819095a33966a78b7924 completed Feb. 28, 2026, 9:40 p.m.
NED2 Entity disambiguation (via description) batch_69a3618124d08190af657b1b2a025d77 completed Feb. 28, 2026, 9:43 p.m.
Created at: Feb. 28, 2026, 2:31 a.m.