Triple
T4548882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BLS AG |
E110111
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
Emmental
Emmental is a rural region in the canton of Bern, Switzerland, known for its rolling hills, dairy farming, and as the origin of Emmental cheese.
|
E452062
|
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: Emmental | Statement: [BLS AG, regionServed, Emmental]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emmental Context triple: [BLS AG, regionServed, Emmental]
-
A.
Brouilly
Brouilly is a French wine appellation in the Beaujolais region, known for its fruity, approachable red wines made primarily from the Gamay grape.
-
B.
Mont d'Or cheese
Mont d'Or cheese is a soft, rich, washed-rind cow’s milk cheese from the Jura region of France, traditionally sold in a spruce-wood box and eaten warm and spoonable.
-
C.
Reblochon
Reblochon is a soft, washed-rind cow’s milk cheese from the French Alps, known for its creamy texture, nutty flavor, and distinctive orange rind.
-
D.
Laguiole cheese
Laguiole cheese is a traditional French cow's milk cheese from the Aubrac region, known for its firm, uncooked pressed texture and protected designation of origin (AOP).
-
E.
Gruyère district
Gruyère district is an administrative district in the canton of Fribourg in western Switzerland, known for its picturesque landscapes and the origin of Gruyère cheese.
- 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: Emmental Triple: [BLS AG, regionServed, Emmental]
Generated description
Emmental is a rural region in the canton of Bern, Switzerland, known for its rolling hills, dairy farming, and as the origin of Emmental cheese.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emmental Target entity description: Emmental is a rural region in the canton of Bern, Switzerland, known for its rolling hills, dairy farming, and as the origin of Emmental cheese.
-
A.
Brouilly
Brouilly is a French wine appellation in the Beaujolais region, known for its fruity, approachable red wines made primarily from the Gamay grape.
-
B.
Mont d'Or cheese
Mont d'Or cheese is a soft, rich, washed-rind cow’s milk cheese from the Jura region of France, traditionally sold in a spruce-wood box and eaten warm and spoonable.
-
C.
Reblochon
Reblochon is a soft, washed-rind cow’s milk cheese from the French Alps, known for its creamy texture, nutty flavor, and distinctive orange rind.
-
D.
Laguiole cheese
Laguiole cheese is a traditional French cow's milk cheese from the Aubrac region, known for its firm, uncooked pressed texture and protected designation of origin (AOP).
-
E.
Gruyère district
Gruyère district is an administrative district in the canton of Fribourg in western Switzerland, known for its picturesque landscapes and the origin of Gruyère cheese.
- 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_69bd4412524c8190be5bcc9ddee91848 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57f272248190983ae439bd0ac0cc |
completed | March 20, 2026, 2:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdb945bd3881908e6c3f5f91b5f38e |
completed | March 20, 2026, 9:16 p.m. |
| NEDg | Description generation | batch_69bdbecf94d0819087519e44aab5a035 |
completed | March 20, 2026, 9:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdbf81f1208190946611fb6a1c20ba |
completed | March 20, 2026, 9:43 p.m. |
Created at: March 20, 2026, 1:05 p.m.