Triple

T21311616
Position Surface form Disambiguated ID Type / Status
Subject Arthur Peppercorn E525351 entity
Predicate notableWork P4 FINISHED
Object Peppercorn A2 class steam locomotives
The Peppercorn A2 class steam locomotives were powerful express passenger engines designed in the late 1940s for the London and North Eastern Railway, known for their three-cylinder layout and improved reliability over earlier LNER Pacifics.
E1479063 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: Peppercorn A2 class steam locomotives | Statement: [Arthur Peppercorn, notableWork, Peppercorn A2 class steam locomotives]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peppercorn A2 class steam locomotives
Context triple: [Arthur Peppercorn, notableWork, Peppercorn A2 class steam locomotives]
  • A. Peppercorn A1 class steam locomotives
    The Peppercorn A1 class steam locomotives were powerful British express passenger engines designed in the late 1940s for the London and North Eastern Railway, known for their reliability and high-speed performance on mainline services.
  • B. BR Standard Class 4 steam locomotives
    BR Standard Class 4 steam locomotives are mid-20th-century British Railways mixed-traffic steam engines designed for versatility and efficiency on both passenger and freight services.
  • C. 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.
  • D. BR Standard Class steam locomotives
    BR Standard Class steam locomotives were a series of steam engines designed and built in the 1950s for British Railways to standardize and modernize its steam fleet in the final years before diesel and electric traction took over.
  • E. LMS Ivatt Class 2 2-6-0 steam locomotives
    The LMS Ivatt Class 2 2-6-0 steam locomotives were a class of light mixed-traffic engines designed in the 1940s for the London, Midland and Scottish Railway and later British Railways, intended for branch line and secondary duties.
  • 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: Peppercorn A2 class steam locomotives
Triple: [Arthur Peppercorn, notableWork, Peppercorn A2 class steam locomotives]
Generated description
The Peppercorn A2 class steam locomotives were powerful express passenger engines designed in the late 1940s for the London and North Eastern Railway, known for their three-cylinder layout and improved reliability over earlier LNER Pacifics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peppercorn A2 class steam locomotives
Target entity description: The Peppercorn A2 class steam locomotives were powerful express passenger engines designed in the late 1940s for the London and North Eastern Railway, known for their three-cylinder layout and improved reliability over earlier LNER Pacifics.
  • A. Peppercorn A1 class steam locomotives
    The Peppercorn A1 class steam locomotives were powerful British express passenger engines designed in the late 1940s for the London and North Eastern Railway, known for their reliability and high-speed performance on mainline services.
  • B. BR Standard Class 4 steam locomotives
    BR Standard Class 4 steam locomotives are mid-20th-century British Railways mixed-traffic steam engines designed for versatility and efficiency on both passenger and freight services.
  • C. 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.
  • D. BR Standard Class steam locomotives
    BR Standard Class steam locomotives were a series of steam engines designed and built in the 1950s for British Railways to standardize and modernize its steam fleet in the final years before diesel and electric traction took over.
  • E. LMS Ivatt Class 2 2-6-0 steam locomotives
    The LMS Ivatt Class 2 2-6-0 steam locomotives were a class of light mixed-traffic engines designed in the 1940s for the London, Midland and Scottish Railway and later British Railways, intended for branch line and secondary duties.
  • 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_69e0b518b8948190ad69cf9a8784d397 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e75dc926c881909d70a317070ef295 completed April 21, 2026, 11:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09a5b65b148190951f2dfa57e43be7 completed May 17, 2026, 11:25 a.m.
NEDg Description generation batch_6a09a6848c1c8190992ae7cdfeabdcf8 completed May 17, 2026, 11:29 a.m.
NED2 Entity disambiguation (via description) batch_6a09aae23f2c81908f08d290277e22f9 completed May 17, 2026, 11:47 a.m.
Created at: April 16, 2026, 4:17 p.m.