Triple

T22238961
Position Surface form Disambiguated ID Type / Status
Subject ABB Daimler-Benz Transportation E549667 entity
Predicate partOf P40 FINISHED
Object European rail industry 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: European rail industry | Statement: [ABB Daimler-Benz Transportation, partOf, European rail industry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European rail industry
Context triple: [ABB Daimler-Benz Transportation, partOf, European rail industry]
  • A. European rail network
    The European rail network is an extensive, interconnected system of railway lines and services spanning multiple European countries, enabling both international and regional passenger and freight transport.
  • B. European rail infrastructure managers community
    The European rail infrastructure managers community is a collaborative network of national rail infrastructure organizations across Europe that coordinates on standards, operations, and development of the continent’s railway system.
  • C. European Union Agency for Railways
    The European Union Agency for Railways is an EU body responsible for improving rail safety, interoperability, and cross-border rail operations across member states.
  • D. British railway industry
    The British railway industry encompasses the network of train operators, infrastructure managers, rolling stock companies, regulators, and related businesses responsible for providing and maintaining rail transport services across the United Kingdom.
  • E. EuroCity trains
    EuroCity trains are a network of high-quality international express passenger services that connect major cities across European countries with fast, comfortable, and cross-border rail travel.
  • 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: European rail industry
Target entity description: The European rail industry is a major integrated sector encompassing manufacturers, operators, and infrastructure providers that develop, produce, and run railway systems and rolling stock across Europe.
  • A. European rail network
    The European rail network is an extensive, interconnected system of railway lines and services spanning multiple European countries, enabling both international and regional passenger and freight transport.
  • B. European rail infrastructure managers community
    The European rail infrastructure managers community is a collaborative network of national rail infrastructure organizations across Europe that coordinates on standards, operations, and development of the continent’s railway system.
  • C. European Union Agency for Railways
    The European Union Agency for Railways is an EU body responsible for improving rail safety, interoperability, and cross-border rail operations across member states.
  • D. British railway industry
    The British railway industry encompasses the network of train operators, infrastructure managers, rolling stock companies, regulators, and related businesses responsible for providing and maintaining rail transport services across the United Kingdom.
  • E. EuroCity trains
    EuroCity trains are a network of high-quality international express passenger services that connect major cities across European countries with fast, comfortable, and cross-border rail travel.
  • 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_69e11e4102b881909cf47d3768e25c19 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f132123a048190ba5a90d7acb9aeb2 completed April 28, 2026, 10:17 p.m.
Created at: April 16, 2026, 8:38 p.m.