Triple

T5872542
Position Surface form Disambiguated ID Type / Status
Subject Dutch national road network E130550 entity
Predicate hasNotableRoute P13417 FINISHED
Object A12 motorway (Netherlands)
The A12 motorway in the Netherlands is a major east–west highway connecting The Hague to the German border, serving as a key route for national and international traffic.
 E562907 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: A12 motorway (Netherlands) | Statement: [Dutch national road network, hasNotableRoute, A12 motorway (Netherlands)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A12 motorway (Netherlands)
Context triple: [Dutch national road network, hasNotableRoute, A12 motorway (Netherlands)]
  • A. A1 motorway (Netherlands)
    The A1 motorway in the Netherlands is a major east–west highway connecting Amsterdam to the German border, serving as a key route for national and international traffic.
  • B. A2 motorway (Netherlands)
    The A2 motorway in the Netherlands is a major north–south highway connecting Amsterdam with Maastricht and forming a key part of the country’s primary road network.
  • C. A4 motorway in the Netherlands
    The A4 motorway in the Netherlands is a major north–south highway linking Amsterdam with cities such as The Hague and Rotterdam and forming part of a key European transport corridor.
  • D. A8 motorway in the Netherlands
    The A8 motorway in the Netherlands is a short but important highway in the province of North Holland that links the Amsterdam ring road with the Zaan region and routes toward northern parts of the country.
  • E. A9 motorway in the Netherlands
    The A9 motorway in the Netherlands is a major Dutch highway that forms part of the orbital and regional route network around Amsterdam, linking key cities and transport corridors in the Randstad region.
  • 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: A12 motorway (Netherlands)
Triple: [Dutch national road network, hasNotableRoute, A12 motorway (Netherlands)]
Generated description
The A12 motorway in the Netherlands is a major east–west highway connecting The Hague to the German border, serving as a key route for national and international traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A12 motorway (Netherlands)
Target entity description: The A12 motorway in the Netherlands is a major east–west highway connecting The Hague to the German border, serving as a key route for national and international traffic.
  • A. A1 motorway (Netherlands)
    The A1 motorway in the Netherlands is a major east–west highway connecting Amsterdam to the German border, serving as a key route for national and international traffic.
  • B. A2 motorway (Netherlands)
    The A2 motorway in the Netherlands is a major north–south highway connecting Amsterdam with Maastricht and forming a key part of the country’s primary road network.
  • C. A4 motorway in the Netherlands
    The A4 motorway in the Netherlands is a major north–south highway linking Amsterdam with cities such as The Hague and Rotterdam and forming part of a key European transport corridor.
  • D. A8 motorway in the Netherlands
    The A8 motorway in the Netherlands is a short but important highway in the province of North Holland that links the Amsterdam ring road with the Zaan region and routes toward northern parts of the country.
  • E. A9 motorway in the Netherlands
    The A9 motorway in the Netherlands is a major Dutch highway that forms part of the orbital and regional route network around Amsterdam, linking key cities and transport corridors in the Randstad region.
  • 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_69c0085047dc8190af24e311edad3c07 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c035f99b788190b5b06d83b9499bfa completed March 22, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c107fd138c819092096f473be3e4cf completed March 23, 2026, 9:29 a.m.
NEDg Description generation batch_69c1090a7bac8190b5b9e003659b4b34 completed March 23, 2026, 9:34 a.m.
NED2 Entity disambiguation (via description) batch_69c10d5102348190a9ec7421b1410a99 completed March 23, 2026, 9:52 a.m.
Created at: March 22, 2026, 3:56 p.m.