Triple

T4418409
Position Surface form Disambiguated ID Type / Status
Subject Malvern E95034 entity
Predicate nearNationalTrail P12052 FINISHED
Object Worcestershire Way
Worcestershire Way is a long-distance walking trail in Worcestershire, England, known for its scenic countryside routes and connections to the Malvern Hills.
E437091 NE FINISHED

How this triple was built (5 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: Worcestershire Way | Statement: [Malvern, nearNationalTrail, Worcestershire Way]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Worcestershire Way
Context triple: [Malvern, nearNationalTrail, Worcestershire Way]
  • A. Shropshire Way
    The Shropshire Way is a long-distance walking route in Shropshire, England, known for its scenic paths through countryside, historic towns, and the Shropshire Hills Area of Outstanding Natural Beauty.
  • B. Gloucestershire Way
    The Gloucestershire Way is a long-distance walking route that traverses varied countryside and historic towns across the county of Gloucestershire in southwest England.
  • C. Cotswold Way
    Cotswold Way is a long-distance walking trail in England that runs through the scenic Cotswolds countryside, linking historic towns and villages along its route.
  • D. Herefordshire Trail
    The Herefordshire Trail is a long-distance circular walking route that explores the countryside, villages, and market towns of Herefordshire in England.
  • E. Pennine Bridleway
    The Pennine Bridleway is a long-distance National Trail in northern England designed for walkers, horse riders, and cyclists, running through the Pennines and offering access to upland landscapes such as Kinder Scout.
  • 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: Worcestershire Way
Triple: [Malvern, nearNationalTrail, Worcestershire Way]
Generated description
Worcestershire Way is a long-distance walking trail in Worcestershire, England, known for its scenic countryside routes and connections to the Malvern Hills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Worcestershire Way
Target entity description: Worcestershire Way is a long-distance walking trail in Worcestershire, England, known for its scenic countryside routes and connections to the Malvern Hills.
  • A. Shropshire Way
    The Shropshire Way is a long-distance walking route in Shropshire, England, known for its scenic paths through countryside, historic towns, and the Shropshire Hills Area of Outstanding Natural Beauty.
  • B. Gloucestershire Way
    The Gloucestershire Way is a long-distance walking route that traverses varied countryside and historic towns across the county of Gloucestershire in southwest England.
  • C. Cotswold Way
    Cotswold Way is a long-distance walking trail in England that runs through the scenic Cotswolds countryside, linking historic towns and villages along its route.
  • D. Herefordshire Trail
    The Herefordshire Trail is a long-distance circular walking route that explores the countryside, villages, and market towns of Herefordshire in England.
  • E. Pennine Bridleway
    The Pennine Bridleway is a long-distance National Trail in northern England designed for walkers, horse riders, and cyclists, running through the Pennines and offering access to upland landscapes such as Kinder Scout.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: nearNationalTrail
Context triple: [Malvern, nearNationalTrail, Worcestershire Way]
  • A. nearNationalForest
    Indicates that one entity is located close to, but not necessarily inside, a designated national forest area.
  • B. hasNearbyTrailheadFor
    Indicates that one location has a trailhead situated close enough to serve as a convenient access point for another location.
  • C. hasNearbyStatePark
    Indicates that a location is situated close to at least one designated state park.
  • D. hasNearbyTrail chosen
    Indicates that one entity is located close to or within a short distance of a trail.
  • E. TrailLinkIs
    Indicates that one trail segment is connected to or continues from another trail segment.
  • F. None of above.

Provenance (6 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_69b3453a36908190b95a79a297ca083c completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3551e7c6c819090fa5dfb5ac58e4c completed March 13, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f61fa6d88190b98810b542835817 completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f68a994c8190a5b524a4db16b097 completed March 15, 2026, midnight
NED2 Entity disambiguation (via description) batch_69b5f6ece3b08190b880743e9fe4dbad completed March 15, 2026, 12:01 a.m.
PD Predicate disambiguation batch_69b34f5d0c54819085c08533bb58030a completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:29 p.m.