Triple

T20088805
Position Surface form Disambiguated ID Type / Status
Subject New York, Chicago and St. Louis Railroad E496209 entity
Predicate famousForLocomotiveClass P86157 FINISHED
Object Berkshire 2-8-4 steam locomotives NE NERFINISHED

How this triple was built (3 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: Berkshire 2-8-4 steam locomotives | Statement: [New York, Chicago and St. Louis Railroad, famousForLocomotiveClass, Berkshire 2-8-4 steam locomotives]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berkshire 2-8-4 steam locomotives
Context triple: [New York, Chicago and St. Louis Railroad, famousForLocomotiveClass, Berkshire 2-8-4 steam locomotives]
  • A. 4-8-2 Mountain steam locomotives
    4-8-2 Mountain steam locomotives are steam engines with a wheel arrangement of four leading wheels, eight driving wheels, and two trailing wheels, designed primarily for hauling heavy passenger and freight trains over steep gradients.
  • B. Climax locomotive
    The Climax locomotive is a type of geared steam locomotive, known for its rugged design and ability to haul heavy loads on steep, winding logging and industrial railroads.
  • C. Nickel Plate Road 2-8-4 Berkshires chosen
    The Nickel Plate Road 2-8-4 Berkshires were powerful high-speed steam freight locomotives famed for their role in hauling fast freight trains across the Nickel Plate Road in the mid-20th century.
  • D. B Class steam locomotives
    The B Class steam locomotives are small, narrow-gauge tank engines historically used on the Darjeeling Himalayan Railway, renowned for hauling trains through the steep, winding mountain route in the Indian Himalayas.
  • E. BR 5MT 4-6-0 series
    The BR 5MT 4-6-0 series is a class of British Railways mixed-traffic steam locomotives designed for versatile use on both passenger and freight services across the UK rail network.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: famousForLocomotiveClass
Context triple: [New York, Chicago and St. Louis Railroad, famousForLocomotiveClass, Berkshire 2-8-4 steam locomotives]
  • A. notableLocomotiveModels chosen
    Indicates a relationship where specific locomotive models are recognized as notable or significant examples associated with an entity (such as a manufacturer, railway, or time period).
  • B. typicalLocomotiveClass
    Indicates that one locomotive class is the standard or most commonly used class for a given context, operator, or service.
  • C. winningLocomotive
    Indicates that a locomotive is the one that wins a competition, race, or contest among locomotives.
  • D. firstLocomotiveName
    Indicates the name assigned to the first locomotive associated with a given entity or context.
  • E. laterLocomotiveType
    Indicates that one locomotive type succeeds or comes after another in time, representing a later development or version in locomotive design.
  • F. None of above.

Provenance (3 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6655d65a88190a510132f36341b6c completed April 20, 2026, 5:41 p.m.
PD Predicate disambiguation batch_69e54cf369b88190931532420517dac7 completed April 19, 2026, 9:45 p.m.
Created at: April 11, 2026, 11:18 p.m.