Triple
T20772173
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stagecoach South |
E511262
|
entity |
| Predicate | hasSubsidiaryBrand |
P25079
|
FINISHED |
| Object |
Stagecoach in Hants & Surrey
Stagecoach in Hants & Surrey is a regional bus operator in southern England providing local and interurban services across parts of Hampshire and Surrey under the Stagecoach Group.
|
E1450135
|
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: Stagecoach in Hants & Surrey | Statement: [Stagecoach South, hasSubsidiaryBrand, Stagecoach in Hants & Surrey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stagecoach in Hants & Surrey Context triple: [Stagecoach South, hasSubsidiaryBrand, Stagecoach in Hants & Surrey]
-
A.
Stagecoach in Oxfordshire services
Stagecoach in Oxfordshire services are regional bus and coach routes operated by Stagecoach that connect towns and cities across Oxfordshire and surrounding areas.
-
B.
Stagecoach East Midlands
Stagecoach East Midlands is a regional division of the Stagecoach Group that operates local and intercity bus services across the East Midlands area of England.
-
C.
Stagecoach Midlands
Stagecoach Midlands is a regional bus operator in the English Midlands, providing local and interurban bus services as part of the wider Stagecoach public transport network.
-
D.
Stagecoach Yorkshire
Stagecoach Yorkshire is a regional bus operator in South Yorkshire and surrounding areas, providing local and interurban public transport services as part of the wider Stagecoach bus network in England.
-
E.
Stagecoach South Wales
Stagecoach South Wales is a regional bus operator in South Wales that runs local and interurban bus services across cities and towns including Swansea.
- 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: Stagecoach in Hants & Surrey Triple: [Stagecoach South, hasSubsidiaryBrand, Stagecoach in Hants & Surrey]
Generated description
Stagecoach in Hants & Surrey is a regional bus operator in southern England providing local and interurban services across parts of Hampshire and Surrey under the Stagecoach Group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stagecoach in Hants & Surrey Target entity description: Stagecoach in Hants & Surrey is a regional bus operator in southern England providing local and interurban services across parts of Hampshire and Surrey under the Stagecoach Group.
-
A.
Stagecoach in Oxfordshire services
Stagecoach in Oxfordshire services are regional bus and coach routes operated by Stagecoach that connect towns and cities across Oxfordshire and surrounding areas.
-
B.
Stagecoach East Midlands
Stagecoach East Midlands is a regional division of the Stagecoach Group that operates local and intercity bus services across the East Midlands area of England.
-
C.
Stagecoach Midlands
Stagecoach Midlands is a regional bus operator in the English Midlands, providing local and interurban bus services as part of the wider Stagecoach public transport network.
-
D.
Stagecoach Yorkshire
Stagecoach Yorkshire is a regional bus operator in South Yorkshire and surrounding areas, providing local and interurban public transport services as part of the wider Stagecoach bus network in England.
-
E.
Stagecoach South Wales
Stagecoach South Wales is a regional bus operator in South Wales that runs local and interurban bus services across cities and towns including Swansea.
- 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_69e0b4ca01148190ac018e57e0cab46f |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2681ff88190bfe5938c2db6b2c4 |
completed | April 21, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08ef91918c81908e99ab3a8ed9a1e5 |
completed | May 16, 2026, 10:28 p.m. |
| NEDg | Description generation | batch_6a08f306e51481909691e3735ce10b60 |
completed | May 16, 2026, 10:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08f37adb908190a40a7bb1728f3dbf |
completed | May 16, 2026, 10:45 p.m. |
Created at: April 16, 2026, 12:37 p.m.