Triple

T1002115
Position Surface form Disambiguated ID Type / Status
Subject Wallonia E21626 entity
Predicate populationGroup P2750 FINISHED
Object Walloons
The Walloons are a French-speaking ethnic group primarily inhabiting southern Belgium, known for their distinct culture, Romance-language heritage, and historical role in the country’s industrial development.
E21626 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: Walloons | Statement: [Wallonia, populationGroup, Walloons]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walloons
Context triple: [Wallonia, populationGroup, Walloons]
  • A. Belgians
    Belgians are the people of Belgium, a Western European country known for its multilingual population, rich cultural heritage, and contributions to art, cuisine, and politics within the European Union.
  • B. Wallonia
    Wallonia is the predominantly French-speaking southern region of Belgium, known for its industrial heritage, cultural distinctiveness, and political autonomy within the Belgian federal state.
  • C. Flanders
    Flanders is the Dutch-speaking northern region of Belgium, known for its rich medieval cities, strong economy, and distinct cultural identity.
  • D. Flemish Community
    The Flemish Community is one of Belgium’s federated entities, responsible for cultural, educational, and certain social policies for Dutch-speaking residents, primarily in Flanders and Brussels.
  • E. West Flemish
    West Flemish is a regional Dutch dialect spoken primarily in the western part of Flanders in Belgium, as well as in adjacent areas of France and the Netherlands.
  • 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: Walloons
Triple: [Wallonia, populationGroup, Walloons]
Generated description
The Walloons are a French-speaking ethnic group primarily inhabiting southern Belgium, known for their distinct culture, Romance-language heritage, and historical role in the country’s industrial development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walloons
Target entity description: The Walloons are a French-speaking ethnic group primarily inhabiting southern Belgium, known for their distinct culture, Romance-language heritage, and historical role in the country’s industrial development.
  • A. Belgians
    Belgians are the people of Belgium, a Western European country known for its multilingual population, rich cultural heritage, and contributions to art, cuisine, and politics within the European Union.
  • B. Wallonia chosen
    Wallonia is the predominantly French-speaking southern region of Belgium, known for its industrial heritage, cultural distinctiveness, and political autonomy within the Belgian federal state.
  • C. Flanders
    Flanders is the Dutch-speaking northern region of Belgium, known for its rich medieval cities, strong economy, and distinct cultural identity.
  • D. Flemish Community
    The Flemish Community is one of Belgium’s federated entities, responsible for cultural, educational, and certain social policies for Dutch-speaking residents, primarily in Flanders and Brussels.
  • E. West Flemish
    West Flemish is a regional Dutch dialect spoken primarily in the western part of Flanders in Belgium, as well as in adjacent areas of France and the Netherlands.
  • 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4fcbc04819098d2125518f62ae7 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac428ba1d88190bd2fd9d3de699291 completed March 7, 2026, 3:21 p.m.
NEDg Description generation batch_69ac42f4d51c81908a39c05213da4633 completed March 7, 2026, 3:23 p.m.
NED2 Entity disambiguation (via description) batch_69ac436720a88190b88ffd74956f5bf5 completed March 7, 2026, 3:25 p.m.
Created at: March 1, 2026, 7:41 p.m.