Triple

T7214877
Position Surface form Disambiguated ID Type / Status
Subject De Lijn bus lines E149505 entity
Predicate regulatedBy P86 FINISHED
Object Flemish Department of Mobility and Public Works
The Flemish Department of Mobility and Public Works is the governmental body of Flanders responsible for planning, regulating, and managing regional transport, traffic, and public infrastructure.
E648075 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: Flemish Department of Mobility and Public Works | Statement: [De Lijn bus lines, regulatedBy, Flemish Department of Mobility and Public Works]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flemish Department of Mobility and Public Works
Context triple: [De Lijn bus lines, regulatedBy, Flemish Department of Mobility and Public Works]
  • A. Province of Flemish Brabant government
    The Province of Flemish Brabant government is the regional administrative authority responsible for governing and coordinating public services and policies within the Belgian province of Flemish Brabant.
  • B. Rijkswaterstaat
    Rijkswaterstaat is the Dutch national agency responsible for the design, construction, management, and maintenance of the Netherlands’ main infrastructure networks for water, roads, and waterways.
  • C. City of Brussels municipal authorities
    The City of Brussels municipal authorities are the local government body responsible for administering and managing public services, urban planning, and regulations within the city of Brussels, Belgium.
  • D. Flemish Government
    The Flemish Government is the executive branch responsible for governing the Flemish Community and Region in Belgium, implementing policies on matters such as education, culture, and regional affairs.
  • E. Belgian Buildings Agency
    The Belgian Buildings Agency is a federal public service responsible for managing, maintaining, and developing real estate and office infrastructure for Belgium’s public authorities.
  • 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: Flemish Department of Mobility and Public Works
Triple: [De Lijn bus lines, regulatedBy, Flemish Department of Mobility and Public Works]
Generated description
The Flemish Department of Mobility and Public Works is the governmental body of Flanders responsible for planning, regulating, and managing regional transport, traffic, and public infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flemish Department of Mobility and Public Works
Target entity description: The Flemish Department of Mobility and Public Works is the governmental body of Flanders responsible for planning, regulating, and managing regional transport, traffic, and public infrastructure.
  • A. Province of Flemish Brabant government
    The Province of Flemish Brabant government is the regional administrative authority responsible for governing and coordinating public services and policies within the Belgian province of Flemish Brabant.
  • B. Rijkswaterstaat
    Rijkswaterstaat is the Dutch national agency responsible for the design, construction, management, and maintenance of the Netherlands’ main infrastructure networks for water, roads, and waterways.
  • C. City of Brussels municipal authorities
    The City of Brussels municipal authorities are the local government body responsible for administering and managing public services, urban planning, and regulations within the city of Brussels, Belgium.
  • D. Flemish Government
    The Flemish Government is the executive branch responsible for governing the Flemish Community and Region in Belgium, implementing policies on matters such as education, culture, and regional affairs.
  • E. Belgian Buildings Agency
    The Belgian Buildings Agency is a federal public service responsible for managing, maintaining, and developing real estate and office infrastructure for Belgium’s public authorities.
  • 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_69c687eca814819095abb52316b1af80 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e98ebe1c81909891b4a1c2c3a4aa completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfd41a8881909dc94c01f6601b2e completed March 28, 2026, 11:47 a.m.
NEDg Description generation batch_69c7c04622648190a22b3c5f2e2d5603 completed March 28, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_69c7c08187a8819094962f1690328301 completed March 28, 2026, 11:50 a.m.
Created at: March 27, 2026, 2:53 p.m.