Triple

T20772169
Position Surface form Disambiguated ID Type / Status
Subject Stagecoach South E511262 entity
Predicate usesLivery P21786 FINISHED
Object Stagecoach corporate livery
Stagecoach corporate livery is the standard, branded colour scheme and design applied across Stagecoach Group’s bus and coach fleet in the UK.
 E1450132 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 corporate livery | Statement: [Stagecoach South, usesLivery, Stagecoach corporate livery]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stagecoach corporate livery
Context triple: [Stagecoach South, usesLivery, Stagecoach corporate livery]
  • A. Stagecoach London
    Stagecoach London is a major bus operator in Greater London, running numerous routes across the city as part of the capital’s public transport network.
  • 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. Aircoach
    Aircoach is an Irish coach operator best known for providing express bus services between Dublin Airport, Dublin city, and other major cities in Ireland.
  • E. Stagecoach Rail
    Stagecoach Rail was the rail transport division of Stagecoach Group, operating passenger train services in the United Kingdom before the brand was retired.
  • 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 corporate livery
Triple: [Stagecoach South, usesLivery, Stagecoach corporate livery]
Generated description
Stagecoach corporate livery is the standard, branded colour scheme and design applied across Stagecoach Group’s bus and coach fleet in the UK.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stagecoach corporate livery
Target entity description: Stagecoach corporate livery is the standard, branded colour scheme and design applied across Stagecoach Group’s bus and coach fleet in the UK.
  • A. Stagecoach London
    Stagecoach London is a major bus operator in Greater London, running numerous routes across the city as part of the capital’s public transport network.
  • 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. Aircoach
    Aircoach is an Irish coach operator best known for providing express bus services between Dublin Airport, Dublin city, and other major cities in Ireland.
  • E. Stagecoach Rail
    Stagecoach Rail was the rail transport division of Stagecoach Group, operating passenger train services in the United Kingdom before the brand was retired.
  • 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.