Triple

T827665
Position Surface form Disambiguated ID Type / Status
Subject New Flemish Alliance E17890 entity
Predicate hasMember P10 FINISHED
Object Ben Weyts
Ben Weyts is a Belgian politician from Flanders who has served in prominent roles within the Flemish government, particularly in areas such as education and mobility.
 E134472 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: Ben Weyts | Statement: [New Flemish Alliance, hasMember, Ben Weyts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ben Weyts
Context triple: [New Flemish Alliance, hasMember, Ben Weyts]
  • A. Bart De Wever
    Bart De Wever is a prominent Belgian politician known as a leading figure of Flemish nationalism and a key power broker in contemporary Belgian politics.
  • B. Sébastien Jodogne
    Sébastien Jodogne is a free software developer best known for creating the open-source medical imaging platform Orthanc and for his significant contributions to open healthcare technologies.
  • C. Daniël Stalpaert
    Daniël Stalpaert was a 17th-century Dutch architect and city planner known for his influential role in shaping Amsterdam’s urban landscape.
  • D. Leo Geurts
    Leo Geurts was a Dutch computer scientist known for co-developing the ABC programming language, an influential precursor to Python.
  • E. Geert Bourgeois
    Geert Bourgeois is a Belgian Flemish nationalist politician and former Minister-President of Flanders, known as a founding figure and key leader of the New Flemish Alliance (N-VA).
  • 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: Ben Weyts
Triple: [New Flemish Alliance, hasMember, Ben Weyts]
Generated description
Ben Weyts is a Belgian politician from Flanders who has served in prominent roles within the Flemish government, particularly in areas such as education and mobility.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ben Weyts
Target entity description: Ben Weyts is a Belgian politician from Flanders who has served in prominent roles within the Flemish government, particularly in areas such as education and mobility.
  • A. Bart De Wever
    Bart De Wever is a prominent Belgian politician known as a leading figure of Flemish nationalism and a key power broker in contemporary Belgian politics.
  • B. Sébastien Jodogne
    Sébastien Jodogne is a free software developer best known for creating the open-source medical imaging platform Orthanc and for his significant contributions to open healthcare technologies.
  • C. Daniël Stalpaert
    Daniël Stalpaert was a 17th-century Dutch architect and city planner known for his influential role in shaping Amsterdam’s urban landscape.
  • D. Leo Geurts
    Leo Geurts was a Dutch computer scientist known for co-developing the ABC programming language, an influential precursor to Python.
  • E. Geert Bourgeois
    Geert Bourgeois is a Belgian Flemish nationalist politician and former Minister-President of Flanders, known as a founding figure and key leader of the New Flemish Alliance (N-VA).
  • 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_69a4937c9c188190aaa216f6b466f452 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ab99b1e48190afad1f073348b29a completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac6efcc37c81908fd49ad65818eb0c completed March 7, 2026, 6:31 p.m.
NEDg Description generation batch_69ac6f546b248190ba1efae18c85c8cc completed March 7, 2026, 6:32 p.m.
NED2 Entity disambiguation (via description) batch_69ac6fc6130c81908ad8fb677ea0c4e4 completed March 7, 2026, 6:34 p.m.
Created at: March 1, 2026, 7:38 p.m.