Triple
T8059696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Parkhead, Glasgow |
E188088
|
entity |
| Predicate | hasBusCorridor |
P37810
|
FINISHED |
| Object |
London Road bus corridor
The London Road bus corridor is a major public transport route in Glasgow that provides key bus services connecting the Parkhead area with the city centre and other districts along London Road.
|
E707229
|
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: London Road bus corridor | Statement: [Parkhead, Glasgow, hasBusCorridor, London Road bus corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: London Road bus corridor Context triple: [Parkhead, Glasgow, hasBusCorridor, London Road bus corridor]
-
A.
London Road
London Road is a major thoroughfare in Edinburgh, Scotland, forming part of the main eastern approach to the city centre.
-
B.
London Road
London Road was the historic name of Manchester Piccadilly railway station, one of the main rail hubs in Manchester, England.
-
C.
London Road
London Road is a street in the Elephant and Castle area of south London, forming part of a major thoroughfare connecting central London with the surrounding districts.
-
D.
London Road
London Road is a main shopping street in Enfield Town, featuring a variety of retail stores and local businesses.
-
E.
London Road End
London Road End is a spectator stand at London Road Stadium, home of Peterborough United Football Club.
- 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: London Road bus corridor Triple: [Parkhead, Glasgow, hasBusCorridor, London Road bus corridor]
Generated description
The London Road bus corridor is a major public transport route in Glasgow that provides key bus services connecting the Parkhead area with the city centre and other districts along London Road.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: London Road bus corridor Target entity description: The London Road bus corridor is a major public transport route in Glasgow that provides key bus services connecting the Parkhead area with the city centre and other districts along London Road.
-
A.
London Road
London Road is a major thoroughfare in Edinburgh, Scotland, forming part of the main eastern approach to the city centre.
-
B.
London Road
London Road was the historic name of Manchester Piccadilly railway station, one of the main rail hubs in Manchester, England.
-
C.
London Road
London Road is a street in the Elephant and Castle area of south London, forming part of a major thoroughfare connecting central London with the surrounding districts.
-
D.
London Road
London Road is a main shopping street in Enfield Town, featuring a variety of retail stores and local businesses.
-
E.
London Road End
London Road End is a spectator stand at London Road Stadium, home of Peterborough United Football Club.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBusCorridor Context triple: [Parkhead, Glasgow, hasBusCorridor, London Road bus corridor]
-
A.
hasMajorRailCorridor
Indicates that a location or region is traversed by a primary, high-capacity railway route used for significant passenger or freight transport.
-
B.
hasBRTLine
chosen
Indicates that a bus rapid transit (BRT) line is present, operates on, or serves the referenced entity.
-
C.
hasBusServices
Indicates that one location or entity is served by bus routes or bus transportation provided by another.
-
D.
hasShuttleLine
Indicates that there is a shuttle service or route operating between the related entities.
-
E.
belongsToUrbanCorridor
Indicates that something is part of, contained within, or functionally integrated into a continuous urban corridor or urbanized area.
- 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_69ca82b2f68881908c50560697e210da |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3fcaa8b8819099267564b6542547 |
completed | March 31, 2026, 3:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc572a87788190a92f96f7b9c43f2a |
completed | March 31, 2026, 11:22 p.m. |
| NEDg | Description generation | batch_69cc58ee56108190b93f0bf6bbb0321c |
completed | March 31, 2026, 11:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cd36a108190a4aeff02358875f1 |
completed | March 31, 2026, 11:46 p.m. |
| PD | Predicate disambiguation | batch_69cb049cd51c8190bb3b0f503e42fa8d |
completed | March 30, 2026, 11:17 p.m. |
Created at: March 30, 2026, 5:25 p.m.