Triple

T2843773
Position Surface form Disambiguated ID Type / Status
Subject Turville, Buckinghamshire E62532 entity
Predicate hasWalkingRoute P3625 FINISHED
Object Chilterns footpaths
Chilterns footpaths are a network of scenic walking trails through the rolling chalk hills, woodlands, and villages of the Chiltern Hills Area of Outstanding Natural Beauty in southern England.
E303590 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: Chilterns footpaths | Statement: [Turville, Buckinghamshire, hasWalkingRoute, Chilterns footpaths]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chilterns footpaths
Context triple: [Turville, Buckinghamshire, hasWalkingRoute, Chilterns footpaths]
  • A. Tissington Trail
    Tissington Trail is a popular recreational path in the Peak District National Park, following a former railway line through the White Peak’s limestone countryside for walkers, cyclists, and horse riders.
  • B. South Downs Way
    South Downs Way is a long-distance National Trail in southern England that follows the chalk ridge of the South Downs from Winchester to Eastbourne, offering scenic walking, cycling, and horse-riding routes.
  • C. 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.
  • D. North Downs–Greensand link paths
    The North Downs–Greensand link paths are a network of recreational walking routes that connect the Greensand Ridge around Leith Hill with the chalk escarpment of the North Downs in southeast England.
  • E. Herefordshire Trail
    The Herefordshire Trail is a long-distance circular walking route that explores the countryside, villages, and market towns of Herefordshire in 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: Chilterns footpaths
Triple: [Turville, Buckinghamshire, hasWalkingRoute, Chilterns footpaths]
Generated description
Chilterns footpaths are a network of scenic walking trails through the rolling chalk hills, woodlands, and villages of the Chiltern Hills Area of Outstanding Natural Beauty in southern England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chilterns footpaths
Target entity description: Chilterns footpaths are a network of scenic walking trails through the rolling chalk hills, woodlands, and villages of the Chiltern Hills Area of Outstanding Natural Beauty in southern England.
  • A. Tissington Trail
    Tissington Trail is a popular recreational path in the Peak District National Park, following a former railway line through the White Peak’s limestone countryside for walkers, cyclists, and horse riders.
  • B. South Downs Way
    South Downs Way is a long-distance National Trail in southern England that follows the chalk ridge of the South Downs from Winchester to Eastbourne, offering scenic walking, cycling, and horse-riding routes.
  • C. 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.
  • D. North Downs–Greensand link paths
    The North Downs–Greensand link paths are a network of recreational walking routes that connect the Greensand Ridge around Leith Hill with the chalk escarpment of the North Downs in southeast England.
  • E. Herefordshire Trail
    The Herefordshire Trail is a long-distance circular walking route that explores the countryside, villages, and market towns of Herefordshire in 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_69ab4c3d16bc81908b3a1c98fbd287fe completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf1a07508190be35fe85733ddeed completed March 7, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8d570388190b4ed81ace605c6c3 completed March 10, 2026, 9:48 a.m.
NEDg Description generation batch_69afe9ba068881908727c82d5eddb974 completed March 10, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69b00412e7448190898050f18f64ea9a completed March 10, 2026, 11:44 a.m.
Created at: March 6, 2026, 10:02 p.m.