Triple

T746050
Position Surface form Disambiguated ID Type / Status
Subject London, Midland and Scottish Railway E15342 entity
Predicate chiefMechanicalEngineer P616 FINISHED
Object William Stanier
William Stanier was a prominent British railway engineer best known for designing many of the London, Midland and Scottish Railway’s most successful steam locomotives in the 1930s.
E105041 NE FINISHED

How this triple was built (5 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: William Stanier | Statement: [London, Midland and Scottish Railway, chiefMechanicalEngineer, William Stanier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Stanier
Context triple: [London, Midland and Scottish Railway, chiefMechanicalEngineer, William Stanier]
  • A. Bill Curbishley
    Bill Curbishley is a British music and film producer and band manager best known for his long-time work with rock bands like The Who and Judas Priest.
  • B. James Black
    James Black was a Scottish pharmacologist and Nobel laureate renowned for developing the first beta-blocker and the H2 receptor antagonist cimetidine, revolutionizing cardiovascular and ulcer treatment.
  • C. Oliver Leese
    Oliver Leese was a British Army general of the Second World War, best known for his senior field commands in the Mediterranean and Northwest Europe campaigns.
  • D. Stanley Goble
    Stanley Goble was an Australian naval aviator and senior officer who became a pioneering figure in military aviation and later served as Chief of the Air Staff of the Royal Australian Air Force.
  • E. Wilfred Jackson
    Wilfred Jackson was an American animator and film director best known for his pioneering work on numerous classic Walt Disney animated features and shorts.
  • 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: William Stanier
Triple: [London, Midland and Scottish Railway, chiefMechanicalEngineer, William Stanier]
Generated description
William Stanier was a prominent British railway engineer best known for designing many of the London, Midland and Scottish Railway’s most successful steam locomotives in the 1930s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Stanier
Target entity description: William Stanier was a prominent British railway engineer best known for designing many of the London, Midland and Scottish Railway’s most successful steam locomotives in the 1930s.
  • A. Bill Curbishley
    Bill Curbishley is a British music and film producer and band manager best known for his long-time work with rock bands like The Who and Judas Priest.
  • B. James Black
    James Black was a Scottish pharmacologist and Nobel laureate renowned for developing the first beta-blocker and the H2 receptor antagonist cimetidine, revolutionizing cardiovascular and ulcer treatment.
  • C. Oliver Leese
    Oliver Leese was a British Army general of the Second World War, best known for his senior field commands in the Mediterranean and Northwest Europe campaigns.
  • D. Stanley Goble
    Stanley Goble was an Australian naval aviator and senior officer who became a pioneering figure in military aviation and later served as Chief of the Air Staff of the Royal Australian Air Force.
  • E. Wilfred Jackson
    Wilfred Jackson was an American animator and film director best known for his pioneering work on numerous classic Walt Disney animated features and shorts.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: chiefMechanicalEngineer
Context triple: [London, Midland and Scottish Railway, chiefMechanicalEngineer, William Stanier]
  • A. chiefEngineer chosen
    Indicates that one entity serves as the primary or lead engineer responsible for overseeing engineering activities for another entity.
  • B. engine
    Indicates a relationship where something functions as, contains, or is driven by an engine as its source of mechanical power or propulsion.
  • C. mechanicalCompatibility
    Indicates that two entities can function together properly from a mechanical standpoint, without interference, damage, or performance issues.
  • D. principalArchitect
    Indicates that one entity serves as the lead or primary architect responsible for the design or architectural direction of another entity.
  • E. crewVariantName
    Indicates the specific name or label assigned to a particular variant or version of a crew configuration.
  • F. None of above.

Provenance (6 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_69a49358aa308190adbc9b5a0a2adcf9 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a62ca1d081908e3191411f86498d completed March 1, 2026, 8:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c00751dc8190ad1ac6885341f799 completed March 4, 2026, 5:15 a.m.
NEDg Description generation batch_69a7c0716e708190b907502b17b671f8 completed March 4, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69a7c0d166ac819089b683e7cee92043 completed March 4, 2026, 5:19 a.m.
PD Predicate disambiguation batch_69a4a4ff10608190bfd60b4a1cb38f7d completed March 1, 2026, 8:43 p.m.
Created at: March 1, 2026, 7:37 p.m.