Triple

T10619294
Position Surface form Disambiguated ID Type / Status
Subject Huy E295665 entity
Predicate roadAccess P385 FINISHED
Object Belgian national road network
The Belgian national road network is an extensive system of motorways and major roads that connects cities and regions throughout Belgium and links the country to neighboring European states.
E773650 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: Belgian national road network | Statement: [Huy, roadAccess, Belgian national road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Belgian national road network
Context triple: [Huy, roadAccess, Belgian national road network]
  • A. Belgian regional road network
    The Belgian regional road network is a system of secondary roads managed by the regions that connects towns and cities and complements the country’s primary highway network.
  • B. Belgian motorway network
    The Belgian motorway network is a dense, high-quality system of highways that links major cities, industrial hubs, and ports across Belgium and to neighboring countries.
  • 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. Belgian transport infrastructure
    Belgian transport infrastructure comprises the country’s integrated system of roads, railways, ports, and airports that supports both domestic mobility and international trade within Europe.
  • E. Belgian railway network
    The Belgian railway network is a dense, electrified rail system covering all regions of Belgium and connecting major cities domestically and internationally.
  • 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: Belgian national road network
Triple: [Huy, roadAccess, Belgian national road network]
Generated description
The Belgian national road network is an extensive system of motorways and major roads that connects cities and regions throughout Belgium and links the country to neighboring European states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Belgian national road network
Target entity description: The Belgian national road network is an extensive system of motorways and major roads that connects cities and regions throughout Belgium and links the country to neighboring European states.
  • A. Belgian regional road network
    The Belgian regional road network is a system of secondary roads managed by the regions that connects towns and cities and complements the country’s primary highway network.
  • B. Belgian motorway network chosen
    The Belgian motorway network is a dense, high-quality system of highways that links major cities, industrial hubs, and ports across Belgium and to neighboring countries.
  • 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. Belgian transport infrastructure
    Belgian transport infrastructure comprises the country’s integrated system of roads, railways, ports, and airports that supports both domestic mobility and international trade within Europe.
  • E. Belgian railway network
    The Belgian railway network is a dense, electrified rail system covering all regions of Belgium and connecting major cities domestically and internationally.
  • F. None of above.

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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d6df6ee1848190a7d5fcd40b06cfe3 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b86a5bc8190863034cc91fdbbb9 completed April 10, 2026, 9:28 p.m.
NEDg Description generation batch_69d96def8bfc81909d6a5addf724691b completed April 10, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d96fedb18881908570593856f4aade completed April 10, 2026, 9:47 p.m.
Created at: April 8, 2026, 8:21 p.m.