Triple
T9935218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of the French Community |
E192741
|
entity |
| Predicate | appliesToEthnolinguisticGroup |
P46225
|
FINISHED |
| Object | Francophones in Belgium |
E116400
|
NE FINISHED |
How this triple was built (3 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: Francophones in Belgium | Statement: [Government of the French Community, appliesToEthnolinguisticGroup, Francophones in Belgium]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Francophones in Belgium Context triple: [Government of the French Community, appliesToEthnolinguisticGroup, Francophones in Belgium]
-
A.
French-speaking Community of Belgium
chosen
The French-speaking Community of Belgium is one of Belgium’s three language communities, responsible for cultural and educational matters for French-speaking citizens, primarily in Wallonia and Brussels.
-
B.
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.
-
C.
Walloon people
The Walloon people are a French-speaking ethnic group primarily inhabiting southern Belgium, known for their distinct Romance language (Walloon), rich industrial heritage, and vibrant regional culture.
-
D.
Walloon diaspora
The Walloon diaspora comprises communities of French-speaking Belgians from Wallonia who have settled abroad, notably in countries such as France, the United States, and Canada, often linked to historical waves of industrial and labor migration.
-
E.
Belgian Americans
Belgian Americans are U.S. residents and citizens of Belgian ancestry, including both Flemish- and French-speaking descendants, who have contributed to American cultural, economic, and social life since the 19th century.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: appliesToEthnolinguisticGroup Context triple: [Government of the French Community, appliesToEthnolinguisticGroup, Francophones in Belgium]
-
A.
isUsedByEthnicGroup
Indicates that something (such as an object, practice, or resource) is utilized or employed by a particular ethnic group.
-
B.
ethnolinguisticGroups
chosen
Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
-
C.
containedEthnicGroup
Indicates that one entity (typically a larger group, region, or population) includes or encompasses a particular ethnic group within it.
-
D.
ethnicGroupBase
Indicates that one entity serves as the primary or foundational ethnic group from which another entity is derived, associated, or defined.
-
E.
ethnolinguisticCluster
Indicates a relationship where entities are grouped together based on shared ethnic and linguistic characteristics, treating them as part of the same ethnolinguistic cluster.
- F. None of above.
Provenance (4 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_69ca82dd978c8190947124ab0d3315ac |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb5e263208190b6ea8b8b4e29805d |
completed | April 2, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d269e28f0081908244f9f469b15ec1 |
completed | April 5, 2026, 1:55 p.m. |
| PD | Predicate disambiguation | batch_69cd1d9428cc81909b4b4938566d78a7 |
completed | April 1, 2026, 1:28 p.m. |
Created at: March 30, 2026, 8:44 p.m.