Triple

T21311615
Position Surface form Disambiguated ID Type / Status
Subject Arthur Peppercorn E525351 entity
Predicate notableWork P4 FINISHED
Object 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.
E1477355 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 A1 class steam locomotives | Statement: [Arthur Peppercorn, notableWork, Peppercorn A1 class steam locomotives]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peppercorn A1 class steam locomotives
Context triple: [Arthur Peppercorn, notableWork, Peppercorn A1 class steam locomotives]
  • A. 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.
  • B. 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.
  • C. LMS Stanier Class 5 4-6-0 "Black Five" locomotives
    The LMS Stanier Class 5 4-6-0 "Black Five" locomotives are a highly successful and versatile class of British mixed-traffic steam engines designed by William Stanier for the London, Midland and Scottish Railway in the 1930s.
  • D. Lion steam locomotive
    The Lion steam locomotive is a preserved early 19th-century British steam engine famed for its role in the Liverpool and Manchester Railway and as one of the oldest surviving working locomotives.
  • E. GWR Castle class locomotives
    GWR Castle class locomotives were a celebrated class of Great Western Railway 4-6-0 steam engines renowned for their power, speed, and express passenger service performance in the mid-20th century 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: Peppercorn A1 class steam locomotives
Triple: [Arthur Peppercorn, notableWork, Peppercorn A1 class steam locomotives]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peppercorn A1 class steam locomotives
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. LMS Stanier Class 5 4-6-0 "Black Five" locomotives
    The LMS Stanier Class 5 4-6-0 "Black Five" locomotives are a highly successful and versatile class of British mixed-traffic steam engines designed by William Stanier for the London, Midland and Scottish Railway in the 1930s.
  • D. Lion steam locomotive
    The Lion steam locomotive is a preserved early 19th-century British steam engine famed for its role in the Liverpool and Manchester Railway and as one of the oldest surviving working locomotives.
  • E. GWR Castle class locomotives
    GWR Castle class locomotives were a celebrated class of Great Western Railway 4-6-0 steam engines renowned for their power, speed, and express passenger service performance in the mid-20th century UK rail network.
  • 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_6a099ed968d88190aa274406beb46e87 completed May 17, 2026, 10:56 a.m.
NEDg Description generation batch_6a099fb54c00819083422ecadd9aa1f5 completed May 17, 2026, 11 a.m.
NED2 Entity disambiguation (via description) batch_6a09a0242a94819095af1689fe5aea0a completed May 17, 2026, 11:01 a.m.
Created at: April 16, 2026, 4:17 p.m.