Triple

T2129376
Position Surface form Disambiguated ID Type / Status
Subject A4 motorway (France) E46501 entity
Predicate partOf P40 FINISHED
Object European route network
The European route network is an international system of numbered roads that links major cities and regions across Europe, integrating national highways into a unified transcontinental network.
E237836 NE FINISHED

How this triple was built (4 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 route network | Statement: [A4 motorway (France), partOf, European route network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European route network
Context triple: [A4 motorway (France), partOf, European route network]
  • A. 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.
  • B. German autobahn network
    The German autobahn network is a nationwide system of high-speed, limited-access highways renowned for sections without mandatory speed limits and its central role in Germany’s transportation infrastructure.
  • C. Dutch national road network
    The Dutch national road network is an extensive, high-quality system of motorways and major roads that connects cities and regions throughout the Netherlands and supports heavy domestic and international traffic.
  • D. European route E4
    European route E4 is a major north–south European highway running through Sweden, connecting key cities from Helsingborg in the south to Tornio at the Finnish border.
  • E. Rhine–Alpine freight corridor
    The Rhine–Alpine freight corridor is a major European rail and inland waterway route that connects North Sea ports with industrial regions in the Rhine and Alpine areas, facilitating high-volume international cargo transport.
  • 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: European route network
Triple: [A4 motorway (France), partOf, European route network]
Generated description
The European route network is an international system of numbered roads that links major cities and regions across Europe, integrating national highways into a unified transcontinental network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European route network
Target entity description: The European route network is an international system of numbered roads that links major cities and regions across Europe, integrating national highways into a unified transcontinental network.
  • A. 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.
  • B. German autobahn network
    The German autobahn network is a nationwide system of high-speed, limited-access highways renowned for sections without mandatory speed limits and its central role in Germany’s transportation infrastructure.
  • C. Dutch national road network
    The Dutch national road network is an extensive, high-quality system of motorways and major roads that connects cities and regions throughout the Netherlands and supports heavy domestic and international traffic.
  • D. European route E4
    European route E4 is a major north–south European highway running through Sweden, connecting key cities from Helsingborg in the south to Tornio at the Finnish border.
  • E. Rhine–Alpine freight corridor
    The Rhine–Alpine freight corridor is a major European rail and inland waterway route that connects North Sea ports with industrial regions in the Rhine and Alpine areas, facilitating high-volume international cargo transport.
  • F. None of above. chosen

Provenance (5 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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb77ccc4819087bee5dbb91b5ae8 completed March 7, 2026, 5:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51a36398819081df18cc18bc3456 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae528634608190bf10e3abf5a2c2d9 completed March 9, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae536431bc8190b9f293d74046cb27 completed March 9, 2026, 4:58 a.m.
Created at: March 4, 2026, 7:44 p.m.