Triple

T19561545
Position Surface form Disambiguated ID Type / Status
Subject Lovech Province E489462 entity
Predicate roadNetworkIncludes P3374 FINISHED
Object Hemus motorway (planned/nearby sections) 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: Hemus motorway (planned/nearby sections) | Statement: [Lovech Province, roadNetworkIncludes, Hemus motorway (planned/nearby sections)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hemus motorway (planned/nearby sections)
Context triple: [Lovech Province, roadNetworkIncludes, Hemus motorway (planned/nearby sections)]
  • A. A13 motorway (nearby)
    The A13 motorway is a major Swiss highway running along the Rhine Valley and connecting key towns in the canton of Graubünden to the broader national and European road network.
  • B. D1 motorway (nearby)
    The D1 motorway is a major Slovak highway forming part of the country’s primary east–west transport corridor, connecting key cities including the area around Prešov.
  • C. A2 motorway (nearby)
    The A2 motorway is a major east–west highway in Poland that forms part of the European route E30, connecting the German border through Poznań and Łódź toward Warsaw.
  • D. A14 motorway (nearby access)
    The A14 motorway is a major Italian autostrada running along the Adriatic coast, connecting key northern and southern cities and providing important regional and long-distance transport links.
  • E. A15 motorway (nearby)
    The A15 motorway is a major Dutch highway in the western Netherlands that serves as a key freight and commuter route connecting the Port of Rotterdam with the national motorway network.
  • 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: Hemus motorway (planned/nearby sections)
Target entity description: The Hemus motorway (planned/nearby sections) refers to the yet-to-be-completed or proposed stretches of Bulgaria’s A2 Hemus motorway that are intended to pass through or near Lovech Province, forming part of the future high-speed link between Sofia and the Black Sea.
  • A. A13 motorway (nearby)
    The A13 motorway is a major Swiss highway running along the Rhine Valley and connecting key towns in the canton of Graubünden to the broader national and European road network.
  • B. D1 motorway (nearby)
    The D1 motorway is a major Slovak highway forming part of the country’s primary east–west transport corridor, connecting key cities including the area around Prešov.
  • C. A2 motorway (nearby)
    The A2 motorway is a major east–west highway in Poland that forms part of the European route E30, connecting the German border through Poznań and Łódź toward Warsaw.
  • D. A14 motorway (nearby access)
    The A14 motorway is a major Italian autostrada running along the Adriatic coast, connecting key northern and southern cities and providing important regional and long-distance transport links.
  • E. A15 motorway (nearby)
    The A15 motorway is a major Dutch highway in the western Netherlands that serves as a key freight and commuter route connecting the Port of Rotterdam with the national motorway network.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63f7442e08190ad030151ec0a97d4 completed April 20, 2026, 3 p.m.
Created at: April 10, 2026, 1:42 p.m.