Triple

T9219332
Position Surface form Disambiguated ID Type / Status
Subject Belgian regional road network E221319 entity
Predicate partOf P40 FINISHED
Object 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.
 E784826 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 transport infrastructure | Statement: [Belgian regional road network, partOf, Belgian transport infrastructure]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Belgian transport infrastructure
Context triple: [Belgian regional road network, partOf, Belgian transport infrastructure]
  • A. 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.
  • B. Dutch transport infrastructure
    Dutch transport infrastructure is the integrated system of roads, railways, waterways, ports, and airports in the Netherlands that supports the country’s dense mobility and major role in European trade and logistics.
  • C. Brussels public transport network
    The Brussels public transport network is the city-wide system of metro, tram, and bus services that provides comprehensive urban and suburban mobility across the Brussels-Capital Region.
  • D. 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.
  • E. Brussels suburban rail network
    The Brussels suburban rail network is a regional commuter rail system serving Brussels and its surrounding areas, connecting the city with nearby towns and suburbs through frequent train services.
  • 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 transport infrastructure
Triple: [Belgian regional road network, partOf, Belgian transport infrastructure]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Belgian transport infrastructure
Target entity description: 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.
  • A. 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.
  • B. Dutch transport infrastructure
    Dutch transport infrastructure is the integrated system of roads, railways, waterways, ports, and airports in the Netherlands that supports the country’s dense mobility and major role in European trade and logistics.
  • C. Brussels public transport network
    The Brussels public transport network is the city-wide system of metro, tram, and bus services that provides comprehensive urban and suburban mobility across the Brussels-Capital Region.
  • D. 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.
  • E. Brussels suburban rail network
    The Brussels suburban rail network is a regional commuter rail system serving Brussels and its surrounding areas, connecting the city with nearby towns and suburbs through frequent train services.
  • 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_69ca83eae42c8190a0ea9e040710a277 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccda74808081908d4bf890759e7120 completed April 1, 2026, 8:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0662c28648190979cf786fc35ab75 completed April 4, 2026, 1:15 a.m.
NEDg Description generation batch_69d06771ba808190a7b10f664425e76e completed April 4, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69d068087ab881908edcfd384a2e3f07 completed April 4, 2026, 1:23 a.m.
Created at: March 30, 2026, 7:28 p.m.