Triple

T18238798
Position Surface form Disambiguated ID Type / Status
Subject European Democratic Party E436750 entity
Predicate hasMemberParty P6048 FINISHED
Object Parti Démocrate Humaniste (Belgium)
Parti Démocrate Humaniste is a centrist, humanist political party in Belgium that evolved from the francophone Christian democratic tradition and advocates progressive social policies within a pro-European framework.
 E1314479 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: Parti Démocrate Humaniste (Belgium) | Statement: [European Democratic Party, hasMemberParty, Parti Démocrate Humaniste (Belgium)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Parti Démocrate Humaniste (Belgium)
Context triple: [European Democratic Party, hasMemberParty, Parti Démocrate Humaniste (Belgium)]
  • A. Liberal Party (Belgium)
    The Liberal Party (Belgium) was a historic Belgian liberal political party that represented secular, pro-free-market and individual-rights-oriented politics before being succeeded by later liberal formations such as the PVV.
  • B. Belgian Socialist Party
    The Belgian Socialist Party is a major social-democratic political party in Belgium that advocates progressive, pro-labor, and welfare-state policies.
  • C. Workers' Party of Belgium
    The Workers' Party of Belgium is a Marxist-oriented Belgian political party known for its far-left positions, strong trade union ties, and advocacy for social justice and workers’ rights.
  • D. Vlaamse Beweging
    Vlaamse Beweging is a political and cultural movement in Belgium that advocates for the recognition, autonomy, and interests of the Flemish people and the Dutch language.
  • E. Belgian Communist Party
    The Belgian Communist Party was a Marxist-Leninist political party in Belgium that played a significant role in the country’s left-wing and workers’ movements throughout the 20th century.
  • 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: Parti Démocrate Humaniste (Belgium)
Triple: [European Democratic Party, hasMemberParty, Parti Démocrate Humaniste (Belgium)]
Generated description
Parti Démocrate Humaniste is a centrist, humanist political party in Belgium that evolved from the francophone Christian democratic tradition and advocates progressive social policies within a pro-European framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Parti Démocrate Humaniste (Belgium)
Target entity description: Parti Démocrate Humaniste is a centrist, humanist political party in Belgium that evolved from the francophone Christian democratic tradition and advocates progressive social policies within a pro-European framework.
  • A. Liberal Party (Belgium)
    The Liberal Party (Belgium) was a historic Belgian liberal political party that represented secular, pro-free-market and individual-rights-oriented politics before being succeeded by later liberal formations such as the PVV.
  • B. Belgian Socialist Party
    The Belgian Socialist Party is a major social-democratic political party in Belgium that advocates progressive, pro-labor, and welfare-state policies.
  • C. Workers' Party of Belgium
    The Workers' Party of Belgium is a Marxist-oriented Belgian political party known for its far-left positions, strong trade union ties, and advocacy for social justice and workers’ rights.
  • D. Vlaamse Beweging
    Vlaamse Beweging is a political and cultural movement in Belgium that advocates for the recognition, autonomy, and interests of the Flemish people and the Dutch language.
  • E. Belgian Communist Party
    The Belgian Communist Party was a Marxist-Leninist political party in Belgium that played a significant role in the country’s left-wing and workers’ movements throughout the 20th century.
  • 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_69d8b91104e08190a8241f7d260a5162 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4f7e0a0ac819090d48ae45b1ebfc9 completed April 19, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03ac6d44d881908972c94167ad7d43 completed May 12, 2026, 10:40 p.m.
NEDg Description generation batch_6a03ad4d5bcc8190a5e065a5bb897400 completed May 12, 2026, 10:44 p.m.
NED2 Entity disambiguation (via description) batch_6a03af1fb1e0819095c9e8cb5528ce30 completed May 12, 2026, 10:52 p.m.
Created at: April 10, 2026, 10:33 a.m.