Triple

T18183172
Position Surface form Disambiguated ID Type / Status
Subject Walton-on-the-Hill E435340 entity
Predicate locatedNear P294 FINISHED
Object M25 motorway (Junction 8–9 area)
The M25 motorway (Junction 8–9 area) is a stretch of London’s orbital motorway in Surrey, carrying heavy commuter and long-distance traffic between the Reigate and Leatherhead interchanges.
 E1310948 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: M25 motorway (Junction 8–9 area) | Statement: [Walton-on-the-Hill, locatedNear, M25 motorway (Junction 8–9 area)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M25 motorway (Junction 8–9 area)
Context triple: [Walton-on-the-Hill, locatedNear, M25 motorway (Junction 8–9 area)]
  • A. M25 Junction 30
    M25 Junction 30 is a major interchange on London’s orbital M25 motorway in Essex, providing access to nearby towns and key routes including the A13.
  • B. M6 Toll motorway at Junction 8
    The M6 Toll motorway at Junction 8 is a key interchange point in England’s West Midlands where traffic can join or leave the M6 Toll via its connection with the M42.
  • C. M5 Junction 22
    M5 Junction 22 is a motorway junction on England’s M5 that provides primary access to the seaside town of Burnham-on-Sea and surrounding areas in Somerset.
  • D. M1 Junction 29
    M1 Junction 29 is a major interchange on the M1 motorway in Derbyshire, England, providing access to the town of Chesterfield and surrounding areas.
  • E. M5 Junction 2
    M5 Junction 2 is a major motorway interchange on the M5 serving the Oldbury area in the West Midlands, England.
  • 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: M25 motorway (Junction 8–9 area)
Triple: [Walton-on-the-Hill, locatedNear, M25 motorway (Junction 8–9 area)]
Generated description
The M25 motorway (Junction 8–9 area) is a stretch of London’s orbital motorway in Surrey, carrying heavy commuter and long-distance traffic between the Reigate and Leatherhead interchanges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M25 motorway (Junction 8–9 area)
Target entity description: The M25 motorway (Junction 8–9 area) is a stretch of London’s orbital motorway in Surrey, carrying heavy commuter and long-distance traffic between the Reigate and Leatherhead interchanges.
  • A. M25 Junction 30
    M25 Junction 30 is a major interchange on London’s orbital M25 motorway in Essex, providing access to nearby towns and key routes including the A13.
  • B. M6 Toll motorway at Junction 8
    The M6 Toll motorway at Junction 8 is a key interchange point in England’s West Midlands where traffic can join or leave the M6 Toll via its connection with the M42.
  • C. M5 Junction 22
    M5 Junction 22 is a motorway junction on England’s M5 that provides primary access to the seaside town of Burnham-on-Sea and surrounding areas in Somerset.
  • D. M1 Junction 29
    M1 Junction 29 is a major interchange on the M1 motorway in Derbyshire, England, providing access to the town of Chesterfield and surrounding areas.
  • E. M5 Junction 2
    M5 Junction 2 is a major motorway interchange on the M5 serving the Oldbury area in the West Midlands, England.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dffc432c8190af53da5256dc476c completed April 19, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03980112908190bbc5371ce2b8a028 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0398dd1d50819087d16ad6f09ef063 completed May 12, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_6a03998369648190ae2e84ba56827473 completed May 12, 2026, 9:20 p.m.
Created at: April 10, 2026, 10:31 a.m.