Triple
T10192712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Firmin |
E238077
|
entity |
| Predicate | usedInLanguageCommunity |
P5924
|
FINISHED |
| Object | French-speaking world |
E23588
|
NE FINISHED |
How this triple was built (2 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: French-speaking world | Statement: [Firmin, usedInLanguageCommunity, French-speaking world]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French-speaking world Context triple: [Firmin, usedInLanguageCommunity, French-speaking world]
-
A.
Francophone Canada
Francophone Canada refers to the regions of Canada where French is the primary language and culture, including Quebec and various French-speaking communities across other provinces and territories.
-
B.
Francophonie
chosen
Francophonie is the global community of French-speaking countries, regions, and peoples connected by the use of the French language and shared cultural and institutional ties.
-
C.
French-speaking Community of Belgium
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.
-
D.
Francophone Library
The Francophone Library is a specialized section of the Bibliotheca Alexandrina dedicated to French-language collections and resources serving Francophone communities and scholars.
-
E.
French Community
The French Community was a short-lived political association formed in 1958 that linked France with several of its newly autonomous former African colonies during the transition from empire to independence.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca84de1b208190bf17bb305b002605 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdedc4fb808190aae2e4b84be96f83 |
completed | April 2, 2026, 4:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317ca2cf481909cf715ef9248be3c |
completed | April 6, 2026, 2:17 a.m. |
Created at: March 30, 2026, 9:13 p.m.