Triple
T33367099
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | municipality of Fribourg |
E854383
|
entity |
| Predicate | hasUniversityLanguageProfile |
P191031
|
FINISHED |
| Object | bilingual French-German |
—
|
LITERAL 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: bilingual French-German | Statement: [municipality of Fribourg, hasUniversityLanguageProfile, bilingual French-German]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasUniversityLanguageProfile Context triple: [municipality of Fribourg, hasUniversityLanguageProfile, bilingual French-German]
-
A.
hasLanguageOfStudy
Indicates that an entity studies or is engaged in learning a particular language.
-
B.
hasUNESCOLanguageStatus
Indicates that a language has been assigned a specific recognition or status by UNESCO regarding its vitality, endangerment, or cultural significance.
-
C.
alsoUsesLanguageOfInstruction
Indicates that an entity, in addition to its primary language, uses the same language that is designated as the language of instruction in a given context.
-
D.
languageBranchStudied
Indicates that a person studies or has studied a particular branch or subgroup of a language.
-
E.
historicallyDominantLanguageOfHigherEducationIn
Indicates that a language has historically been the primary or prevailing medium of instruction and scholarly communication in institutions of higher education within a given place or region.
- F. None of above. chosen
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_69f3496bda8c8190bfc8fade9d1b791c |
completed | April 30, 2026, 12:22 p.m. |
| NER | Named-entity recognition | batch_69fcd867f36081908c88c55a6a1404c1 |
completed | May 7, 2026, 6:22 p.m. |
| PD | Predicate disambiguation | batch_69fcd1f47b188190b4cf4b4c748d9d03 |
completed | May 7, 2026, 5:55 p.m. |
| PDg | Predicate description generation | batch_69fcd866dd248190bff61c43bee93f54 |
completed | May 7, 2026, 6:22 p.m. |
Created at: May 1, 2026, 1:35 a.m.