Triple

T5288379
Position Surface form Disambiguated ID Type / Status
Subject Hungarian public road authorities E119678 entity
Predicate fundingSource P67 FINISHED
Object European Union funds for transport infrastructure E150268 NE FINISHED

How this triple was built (2 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 Union funds for transport infrastructure | Statement: [Hungarian public road authorities, fundingSource, European Union funds for transport infrastructure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: European Union funds for transport infrastructure
Context triple: [Hungarian public road authorities, fundingSource, European Union funds for transport infrastructure]
  • A. European Structural and Investment Funds chosen
    The European Structural and Investment Funds were the European Union’s main financial instruments for promoting economic, social, and territorial cohesion by supporting regional development, job creation, and competitiveness across member states.
  • B. Trans-European transport network
    The Trans-European Transport Network (TEN-T) is a European Union policy framework and planned system of integrated road, rail, air, and water transport infrastructure designed to improve connectivity and cohesion across member states.
  • C. European Regional Development Fund
    The European Regional Development Fund is a European Union financial instrument aimed at strengthening economic and social cohesion by reducing regional disparities through investment in development projects.
  • D. Trans-European high-speed rail network
    The Trans-European high-speed rail network is an interconnected system of high-speed railway lines across multiple European countries designed to enable fast, cross-border passenger travel.
  • E. European Social Fund
    The European Social Fund is a European Union financial instrument dedicated to improving employment opportunities, promoting social inclusion, and investing in skills and workforce development across member states.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd446de5648190b313a90bd96730d2 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd84db300c8190a63ac51552f0e9a6 completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf06ecf4748190ab2bdd672f4ab14d completed March 21, 2026, 9 p.m.
Created at: March 20, 2026, 1:52 p.m.