Triple

T20316451
Position Surface form Disambiguated ID Type / Status
Subject Avanti West Coast E510390 entity
Predicate rollingStockType P1305 FINISHED
Object Class 807 electric multiple unit
The Class 807 electric multiple unit is a new generation of high-speed, intercity electric train designed for long-distance services on the UK’s West Coast Main Line.
E1425618 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: Class 807 electric multiple unit | Statement: [Avanti West Coast, rollingStockType, Class 807 electric multiple unit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Class 807 electric multiple unit
Context triple: [Avanti West Coast, rollingStockType, Class 807 electric multiple unit]
  • A. Class 805 bi-mode multiple unit
    The Class 805 bi-mode multiple unit is a modern intercity train for the UK rail network capable of operating on both electrified and non-electrified routes.
  • B. Class 700 electric multiple unit
    The Class 700 electric multiple unit is a modern high-capacity commuter train used on Thameslink and related services in the UK, designed for intensive suburban and cross-London operations.
  • C. Class 78 electric multiple unit
    The Class 78 electric multiple unit is a high-speed airport express train used by the Norwegian operator Flytoget to provide fast rail connections between Oslo and Oslo Airport.
  • D. Class 83 EMU
    The Class 83 EMU is an electric multiple unit train type used by Malaysia’s KTM Komuter suburban rail service for passenger operations.
  • E. Class 800 trains
    Class 800 trains are modern bi-mode high-speed multiple units used on Britain’s mainline rail network, notably on intercity routes operated by companies such as London North Eastern Railway.
  • 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: Class 807 electric multiple unit
Triple: [Avanti West Coast, rollingStockType, Class 807 electric multiple unit]
Generated description
The Class 807 electric multiple unit is a new generation of high-speed, intercity electric train designed for long-distance services on the UK’s West Coast Main Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Class 807 electric multiple unit
Target entity description: The Class 807 electric multiple unit is a new generation of high-speed, intercity electric train designed for long-distance services on the UK’s West Coast Main Line.
  • A. Class 805 bi-mode multiple unit
    The Class 805 bi-mode multiple unit is a modern intercity train for the UK rail network capable of operating on both electrified and non-electrified routes.
  • B. Class 700 electric multiple unit
    The Class 700 electric multiple unit is a modern high-capacity commuter train used on Thameslink and related services in the UK, designed for intensive suburban and cross-London operations.
  • C. Class 78 electric multiple unit
    The Class 78 electric multiple unit is a high-speed airport express train used by the Norwegian operator Flytoget to provide fast rail connections between Oslo and Oslo Airport.
  • D. Class 83 EMU
    The Class 83 EMU is an electric multiple unit train type used by Malaysia’s KTM Komuter suburban rail service for passenger operations.
  • E. Class 800 trains
    Class 800 trains are modern bi-mode high-speed multiple units used on Britain’s mainline rail network, notably on intercity routes operated by companies such as London North Eastern Railway.
  • 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_69e0b4c7491c8190961113c4283b10b0 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e67787af188190bc32a3049c9c5b39 completed April 20, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08694bb61481909a6546986c70f11d completed May 16, 2026, 12:55 p.m.
NEDg Description generation batch_6a0869cc7308819087028f44af0386c2 completed May 16, 2026, 12:57 p.m.
NED2 Entity disambiguation (via description) batch_6a086ab4c0a08190a1cd3ca5ea07512f completed May 16, 2026, 1:01 p.m.
Created at: April 16, 2026, 11:19 a.m.