Triple

T3632251
Position Surface form Disambiguated ID Type / Status
Subject Walloon diaspora E76983 entity
Predicate hasEthnicOrigin P194 FINISHED
Object Walloons
The Walloons are a French-speaking ethnic group primarily from southern Belgium, known for their distinct Romance language and cultural identity within the country.
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: [Walloon diaspora, hasEthnicOrigin, Walloons]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walloons
Context triple: [Walloon diaspora, hasEthnicOrigin, 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. Flemish Brabant
    Flemish Brabant is a central Belgian province in the Flanders region, known for its mix of historic towns, rural landscapes, and proximity to Brussels.
  • D. Flanders
    Flanders is the Dutch-speaking northern region of Belgium, known for its rich medieval cities, strong economy, and distinct cultural identity.
  • E. Flemish Limburg
    Flemish Limburg is a province in northeastern Belgium known for its Dutch-speaking population, cycling routes, and mix of historic towns and rural landscapes.
  • 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: [Walloon diaspora, hasEthnicOrigin, Walloons]
Generated description
The Walloons are a French-speaking ethnic group primarily from southern Belgium, known for their distinct Romance language and cultural identity within the country.
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 from southern Belgium, known for their distinct Romance language and cultural identity within the country.
  • 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. Flemish Brabant
    Flemish Brabant is a central Belgian province in the Flanders region, known for its mix of historic towns, rural landscapes, and proximity to Brussels.
  • D. Flanders
    Flanders is the Dutch-speaking northern region of Belgium, known for its rich medieval cities, strong economy, and distinct cultural identity.
  • E. Flemish Limburg
    Flemish Limburg is a province in northeastern Belgium known for its Dutch-speaking population, cycling routes, and mix of historic towns and rural landscapes.
  • 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_69ad85dc03948190b35b7189e4175bcc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc30251d881908284edeb7fe69ad8 completed March 8, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f16ba748190a2059804305e55ab completed March 13, 2026, 5:53 p.m.
NEDg Description generation batch_69b450785378819090b4ed7536db7757 completed March 13, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69b45a0afef8819097c6e87127b4d1db completed March 13, 2026, 6:40 p.m.
Created at: March 8, 2026, 3:23 p.m.