Triple

T17200702
Position Surface form Disambiguated ID Type / Status
Subject Marie Arena E417465 entity
Predicate memberOf P10 FINISHED
Object Parti Socialiste (Belgium)
Parti Socialiste (Belgium) is a major French-speaking social-democratic political party in Belgium that advocates progressive, pro-labour, and welfare-state policies.
 E106362 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 Socialiste (Belgium) | Statement: [Marie Arena, memberOf, Parti Socialiste (Belgium)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Parti Socialiste (Belgium)
Context triple: [Marie Arena, memberOf, Parti Socialiste (Belgium)]
  • A. 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.
  • B. 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.
  • 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. Luxembourg Socialist Workers' Party
    The Luxembourg Socialist Workers' Party is a major social-democratic political party in Luxembourg that advocates for workers' rights, social justice, and progressive economic policies.
  • E. 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.
  • 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 Socialiste (Belgium)
Triple: [Marie Arena, memberOf, Parti Socialiste (Belgium)]
Generated description
Parti Socialiste (Belgium) is a major French-speaking social-democratic political party in Belgium that advocates progressive, pro-labour, and welfare-state policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Parti Socialiste (Belgium)
Target entity description: Parti Socialiste (Belgium) is a major French-speaking social-democratic political party in Belgium that advocates progressive, pro-labour, and welfare-state policies.
  • A. Belgian Socialist Party chosen
    The Belgian Socialist Party is a major social-democratic political party in Belgium that advocates progressive, pro-labor, and welfare-state policies.
  • B. 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.
  • 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. Luxembourg Socialist Workers' Party
    The Luxembourg Socialist Workers' Party is a major social-democratic political party in Luxembourg that advocates for workers' rights, social justice, and progressive economic policies.
  • E. 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.
  • 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_69d886d6ba8c819093215917b3d01689 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42daf2e5c81909c97d2e7a3ed7b88 completed April 19, 2026, 1:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01674bfabc8190bff7223e039089cc completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a0168c1323c8190912cca73f24c36de completed May 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_6a01696ce00881908b2e9de5a938ccf4 completed May 11, 2026, 5:30 a.m.
Created at: April 10, 2026, 5:38 a.m.