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.