Triple

T17686057
Position Surface form Disambiguated ID Type / Status
Subject First Great Western E440889 entity
Predicate operatedRollingStockType P1305 FINISHED
Object Class 166
Class 166 is a British diesel multiple-unit train class introduced in the 1990s for regional and commuter services, particularly in the Thames Valley and surrounding areas.
E616053 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 166 | Statement: [First Great Western, operatedRollingStockType, Class 166]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Class 166
Context triple: [First Great Western, operatedRollingStockType, Class 166]
  • A. Class 153
    Class 153 is a type of British single-car diesel multiple unit train used primarily for regional and local passenger services.
  • B. Class 158
    Class 158 is a British diesel multiple unit train widely used on regional and intercity services, known for its higher comfort and speed compared to older provincial stock.
  • C. Class 321
    Class 321 is a type of British electric multiple unit train widely used for suburban and commuter rail services in the UK.
  • D. Class 165/1
    Class 165/1 is a subseries of British diesel multiple-unit commuter trains designed for regional and suburban passenger services in the UK.
  • E. Class 68
    Class 68 is a modern British diesel-electric locomotive class used for both passenger and freight services on the UK rail network.
  • 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 166
Triple: [First Great Western, operatedRollingStockType, Class 166]
Generated description
Class 166 is a British diesel multiple-unit train class introduced in the 1990s for regional and commuter services, particularly in the Thames Valley and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Class 166
Target entity description: Class 166 is a British diesel multiple-unit train class introduced in the 1990s for regional and commuter services, particularly in the Thames Valley and surrounding areas.
  • A. Class 153
    Class 153 is a type of British single-car diesel multiple unit train used primarily for regional and local passenger services.
  • B. Class 158
    Class 158 is a British diesel multiple unit train widely used on regional and intercity services, known for its higher comfort and speed compared to older provincial stock.
  • C. Class 321
    Class 321 is a type of British electric multiple unit train widely used for suburban and commuter rail services in the UK.
  • D. Class 165/1 chosen
    Class 165/1 is a subseries of British diesel multiple-unit commuter trains designed for regional and suburban passenger services in the UK.
  • E. Class 68
    Class 68 is a modern British diesel-electric locomotive class used for both passenger and freight services on the UK rail network.
  • F. None of above.

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_69d8b9e940b081908b862bb0e6e89b0d completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47047d90c8190a172201f3de6db87 completed April 19, 2026, 6:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0230189290819087d80b8c447bbf08 completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a023111b1e4819088c9c7f499a73c5e completed May 11, 2026, 7:42 p.m.
NED2 Entity disambiguation (via description) batch_6a02317519948190a2c3f1edc7c1a163 completed May 11, 2026, 7:43 p.m.
Created at: April 10, 2026, 10:02 a.m.