Triple

T13666737
Position Surface form Disambiguated ID Type / Status
Subject Island Line E327139 entity
Predicate rollingStockType P1305 FINISHED
Object Class 484 electric multiple unit
The Class 484 electric multiple unit is a modernized train type used on the Isle of Wight’s Island Line, rebuilt from former London Underground D78 Stock for mainline-compatible operation.
E1052339 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 484 electric multiple unit | Statement: [Island Line, rollingStockType, Class 484 electric multiple unit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Class 484 electric multiple unit
Context triple: [Island Line, rollingStockType, Class 484 electric multiple unit]
  • A. Class 397 electric multiple unit
    The Class 397 electric multiple unit is a modern high-speed EMU used by TransPennine Express for intercity services, particularly on routes between north-west England and Scotland.
  • B. Class 317 electric multiple unit
    The Class 317 electric multiple unit is a type of British suburban electric train introduced in the early 1980s for commuter services on 25 kV AC overhead electrified routes.
  • C. Class 365 electric multiple unit
    The Class 365 electric multiple unit is a British dual-voltage commuter train type introduced in the 1990s for high-frequency suburban and regional services, primarily around London and the southeast.
  • D. 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.
  • E. Class 319 electric multiple unit
    The Class 319 electric multiple unit is a dual-voltage British commuter train class introduced in the late 1980s for services on routes such as Thameslink, capable of operating on both overhead and third-rail electrification systems.
  • 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 484 electric multiple unit
Triple: [Island Line, rollingStockType, Class 484 electric multiple unit]
Generated description
The Class 484 electric multiple unit is a modernized train type used on the Isle of Wight’s Island Line, rebuilt from former London Underground D78 Stock for mainline-compatible operation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Class 484 electric multiple unit
Target entity description: The Class 484 electric multiple unit is a modernized train type used on the Isle of Wight’s Island Line, rebuilt from former London Underground D78 Stock for mainline-compatible operation.
  • A. Class 397 electric multiple unit
    The Class 397 electric multiple unit is a modern high-speed EMU used by TransPennine Express for intercity services, particularly on routes between north-west England and Scotland.
  • B. Class 317 electric multiple unit
    The Class 317 electric multiple unit is a type of British suburban electric train introduced in the early 1980s for commuter services on 25 kV AC overhead electrified routes.
  • C. Class 365 electric multiple unit
    The Class 365 electric multiple unit is a British dual-voltage commuter train type introduced in the 1990s for high-frequency suburban and regional services, primarily around London and the southeast.
  • D. 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.
  • E. Class 319 electric multiple unit
    The Class 319 electric multiple unit is a dual-voltage British commuter train class introduced in the late 1980s for services on routes such as Thameslink, capable of operating on both overhead and third-rail electrification systems.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc623fcc88190bbad97541c040b7a completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b0cfe0c8190b0fe50931e9788cf completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78bd727048190a57a75294a9ab53d completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c9f543481909a0de6a0c3bb041f completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:52 p.m.