Triple

T20921287
Position Surface form Disambiguated ID Type / Status
Subject N scale E515213 entity
Predicate standardizedBy P1371 FINISHED
Object NEM (European Normen Europäischer Modellbahnen) — 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: NEM (European Normen Europäischer Modellbahnen) | Statement: [N scale, standardizedBy, NEM (European Normen Europäischer Modellbahnen)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NEM (European Normen Europäischer Modellbahnen)
Context triple: [N scale, standardizedBy, NEM (European Normen Europäischer Modellbahnen)]
  • A. European Standards (EN)
    European Standards (EN) are harmonized technical specifications adopted by European standardization bodies to ensure interoperability, safety, and quality across products and services within the European market.
  • B. N scale
    N scale is a popular model railway scale characterized by its small size (typically 1:160), allowing extensive layouts in relatively limited space.
  • C. Märklin
    Märklin is a renowned German manufacturer of model railways and technical toys, known for its high-quality trains and detailed miniature systems.
  • D. Normenausschuss der deutschen Industrie
    Normenausschuss der deutschen Industrie was the original German industrial standards committee that evolved into today’s DIN, the central organization for national standardization in Germany.
  • E. Federal Railway Authority of Germany
    The Federal Railway Authority of Germany is the national government agency responsible for overseeing safety, operations, and regulatory compliance across the country’s railway system.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NEM (European Normen Europäischer Modellbahnen)
Target entity description: NEM (Normen Europäischer Modellbahnen) is a set of technical standards developed by European model railway organizations to ensure compatibility and uniformity across model train scales and systems.
  • A. European Standards (EN)
    European Standards (EN) are harmonized technical specifications adopted by European standardization bodies to ensure interoperability, safety, and quality across products and services within the European market.
  • B. N scale
    N scale is a popular model railway scale characterized by its small size (typically 1:160), allowing extensive layouts in relatively limited space.
  • C. Märklin
    Märklin is a renowned German manufacturer of model railways and technical toys, known for its high-quality trains and detailed miniature systems.
  • D. Normenausschuss der deutschen Industrie
    Normenausschuss der deutschen Industrie was the original German industrial standards committee that evolved into today’s DIN, the central organization for national standardization in Germany.
  • E. Federal Railway Authority of Germany
    The Federal Railway Authority of Germany is the national government agency responsible for overseeing safety, operations, and regulatory compliance across the country’s railway system.
  • F. None of above. chosen

Provenance (2 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_69e0b4f9d5ec8190bb2bd27350ed341c completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f64e56bc81908aa86f2176fcc0db completed April 21, 2026, 4 a.m.
Created at: April 16, 2026, 12:48 p.m.