Triple

T10857054
Position Surface form Disambiguated ID Type / Status
Subject LMS Stanier Class 5 4-6-0 E256294 entity
Predicate builder P3143 FINISHED
Object LMS Armstrong Whitworth
LMS Armstrong Whitworth was a British locomotive manufacturer that built steam engines, including examples of the LMS Stanier Class 5 4-6-0.
E890982 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: LMS Armstrong Whitworth | Statement: [LMS Stanier Class 5 4-6-0, builder, LMS Armstrong Whitworth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LMS Armstrong Whitworth
Context triple: [LMS Stanier Class 5 4-6-0, builder, LMS Armstrong Whitworth]
  • A. Armstrong Whitworth Albemarle
    The Armstrong Whitworth Albemarle was a British twin‑engine transport and glider tug aircraft used primarily by the Royal Air Force during World War II for airborne operations.
  • B. Armstrong Whitworth Whitley
    The Armstrong Whitworth Whitley was a British twin‑engine heavy bomber used primarily by the Royal Air Force in the early years of World War II for night bombing and maritime patrol missions.
  • C. Handley Page Hampden
    The Handley Page Hampden was a British twin-engine medium bomber used by the Royal Air Force in the early years of World War II, notably during night bombing raids over Germany.
  • D. Handley Page Herald
    The Handley Page Herald is a British twin-engine turboprop airliner developed in the 1950s for short-haul regional passenger and cargo services.
  • E. Bristol Centaurus V
    The Bristol Centaurus V was a powerful British air-cooled radial aircraft engine used in late-World War II and postwar high-performance fighters and other military aircraft.
  • 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: LMS Armstrong Whitworth
Triple: [LMS Stanier Class 5 4-6-0, builder, LMS Armstrong Whitworth]
Generated description
LMS Armstrong Whitworth was a British locomotive manufacturer that built steam engines, including examples of the LMS Stanier Class 5 4-6-0.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LMS Armstrong Whitworth
Target entity description: LMS Armstrong Whitworth was a British locomotive manufacturer that built steam engines, including examples of the LMS Stanier Class 5 4-6-0.
  • A. Armstrong Whitworth Albemarle
    The Armstrong Whitworth Albemarle was a British twin‑engine transport and glider tug aircraft used primarily by the Royal Air Force during World War II for airborne operations.
  • B. Armstrong Whitworth Whitley
    The Armstrong Whitworth Whitley was a British twin‑engine heavy bomber used primarily by the Royal Air Force in the early years of World War II for night bombing and maritime patrol missions.
  • C. Handley Page Hampden
    The Handley Page Hampden was a British twin-engine medium bomber used by the Royal Air Force in the early years of World War II, notably during night bombing raids over Germany.
  • D. Handley Page Herald
    The Handley Page Herald is a British twin-engine turboprop airliner developed in the 1950s for short-haul regional passenger and cargo services.
  • E. Bristol Centaurus V
    The Bristol Centaurus V was a powerful British air-cooled radial aircraft engine used in late-World War II and postwar high-performance fighters and other military aircraft.
  • 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_69d6aa83d1448190a66d93c32394d21f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7513695ac8190b5812e977a422c37 completed April 9, 2026, 7:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7d0403c8190bc0b92197a25d3ee completed April 15, 2026, 8:40 p.m.
NEDg Description generation batch_69e0026e7900819087327db5f625169c completed April 15, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69e0057a7704819096becb74dc261883 completed April 15, 2026, 9:39 p.m.
Created at: April 8, 2026, 9:20 p.m.