Triple

T5024891
Position Surface form Disambiguated ID Type / Status
Subject Alva E112949 entity
Predicate hasRecreationArea P5383 FINISHED
Object Ochil Hills path network
The Ochil Hills path network is a system of walking and hiking routes through the Ochil Hills in central Scotland, offering access to scenic upland landscapes and outdoor recreation.
E487144 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: Ochil Hills path network | Statement: [Alva, hasRecreationArea, Ochil Hills path network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ochil Hills path network
Context triple: [Alva, hasRecreationArea, Ochil Hills path network]
  • A. Southern Upland Way
    The Southern Upland Way is a long-distance footpath that spans coast-to-coast across the Southern Uplands of Scotland, popular with hikers for its remote landscapes and varied terrain.
  • B. Rea Valley Route walking and cycling path
    The Rea Valley Route walking and cycling path is a recreational greenway that follows the River Rea, providing a traffic-free corridor for walkers and cyclists through its surrounding landscape.
  • C. Stiperstones ridge path
    Stiperstones ridge path is a popular hiking trail that follows the rugged, quartzite-topped Stiperstones ridge in Shropshire, England, offering panoramic views and distinctive rocky outcrops.
  • D. Monsal Trail
    The Monsal Trail is a popular multi-use recreational path in England’s Peak District, following a former railway line through scenic dales, tunnels, and viaducts.
  • E. 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.
  • 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: Ochil Hills path network
Triple: [Alva, hasRecreationArea, Ochil Hills path network]
Generated description
The Ochil Hills path network is a system of walking and hiking routes through the Ochil Hills in central Scotland, offering access to scenic upland landscapes and outdoor recreation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ochil Hills path network
Target entity description: The Ochil Hills path network is a system of walking and hiking routes through the Ochil Hills in central Scotland, offering access to scenic upland landscapes and outdoor recreation.
  • A. Southern Upland Way
    The Southern Upland Way is a long-distance footpath that spans coast-to-coast across the Southern Uplands of Scotland, popular with hikers for its remote landscapes and varied terrain.
  • B. Rea Valley Route walking and cycling path
    The Rea Valley Route walking and cycling path is a recreational greenway that follows the River Rea, providing a traffic-free corridor for walkers and cyclists through its surrounding landscape.
  • C. Stiperstones ridge path
    Stiperstones ridge path is a popular hiking trail that follows the rugged, quartzite-topped Stiperstones ridge in Shropshire, England, offering panoramic views and distinctive rocky outcrops.
  • D. Monsal Trail
    The Monsal Trail is a popular multi-use recreational path in England’s Peak District, following a former railway line through scenic dales, tunnels, and viaducts.
  • E. 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.
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd736a0f8c819091d06275954329e9 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be928919c08190be76549e1a41f61e completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be93cfbe2881908cf97dd9ec5d28b5 completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be9448b5148190903775d394a095f0 completed March 21, 2026, 12:51 p.m.
Created at: March 20, 2026, 1:36 p.m.