Triple
T2076656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fribourg |
E44938
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Broye district (Fribourg)
Broye district (Fribourg) is an administrative district in the canton of Fribourg, Switzerland, known for its predominantly rural character and agricultural landscape.
|
E230592
|
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: Broye district (Fribourg) | Statement: [Fribourg, contains, Broye district (Fribourg)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Broye district (Fribourg) Context triple: [Fribourg, contains, Broye district (Fribourg)]
-
A.
Nyon District
Nyon District is an administrative district in the canton of Vaud in western Switzerland, situated along Lake Geneva and functioning as part of the broader Geneva metropolitan region.
-
B.
canton of Fribourg
The canton of Fribourg is a bilingual (French- and German-speaking) Swiss canton in western Switzerland, known for its medieval capital city, rural landscapes, and traditional cheese-making regions such as Gruyères.
-
C.
Vully region
The Vully region is a picturesque wine-growing and lakeside area in western Switzerland, known for its vineyards, gentle hills, and views over Lakes Murten and Neuchâtel.
-
D.
Canton of Vaud
The Canton of Vaud is a predominantly French-speaking canton in western Switzerland, known for its capital Lausanne, its location along Lake Geneva, and its mix of urban centers, vineyards, and Alpine landscapes.
-
E.
Canton of Valais
The Canton of Valais is a mountainous region in southwestern Switzerland known for its Alpine landscapes, vineyards, and major ski resorts such as Zermatt and Verbier.
- 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: Broye district (Fribourg) Triple: [Fribourg, contains, Broye district (Fribourg)]
Generated description
Broye district (Fribourg) is an administrative district in the canton of Fribourg, Switzerland, known for its predominantly rural character and agricultural landscape.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Broye district (Fribourg) Target entity description: Broye district (Fribourg) is an administrative district in the canton of Fribourg, Switzerland, known for its predominantly rural character and agricultural landscape.
-
A.
Nyon District
Nyon District is an administrative district in the canton of Vaud in western Switzerland, situated along Lake Geneva and functioning as part of the broader Geneva metropolitan region.
-
B.
canton of Fribourg
The canton of Fribourg is a bilingual (French- and German-speaking) Swiss canton in western Switzerland, known for its medieval capital city, rural landscapes, and traditional cheese-making regions such as Gruyères.
-
C.
Vully region
The Vully region is a picturesque wine-growing and lakeside area in western Switzerland, known for its vineyards, gentle hills, and views over Lakes Murten and Neuchâtel.
-
D.
Canton of Vaud
The Canton of Vaud is a predominantly French-speaking canton in western Switzerland, known for its capital Lausanne, its location along Lake Geneva, and its mix of urban centers, vineyards, and Alpine landscapes.
-
E.
Canton of Valais
The Canton of Valais is a mountainous region in southwestern Switzerland known for its Alpine landscapes, vineyards, and major ski resorts such as Zermatt and Verbier.
- F. None of above. chosen
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_69a88916c2b48190a5ca2e9b12cad3ed |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba2fa9c48190958826d5226544df |
completed | March 7, 2026, 5:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae2734a0688190a43c9687af48d06d |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae28155ec8819097741dcfd3d81110 |
completed | March 9, 2026, 1:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2889503c8190bc72e786c656edf3 |
completed | March 9, 2026, 1:55 a.m. |
Created at: March 4, 2026, 7:41 p.m.