Triple
T12055323
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toggenburg |
E287025
|
entity |
| Predicate | hasTraditionalProduct |
P3585
|
FINISHED |
| Object |
Toggenburger cheese
Toggenburger cheese is a traditional Swiss cheese from the Toggenburg region, known for its aromatic, full-bodied flavor and firm, sliceable texture.
|
E960887
|
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: Toggenburger cheese | Statement: [Toggenburg, hasTraditionalProduct, Toggenburger cheese]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toggenburger cheese Context triple: [Toggenburg, hasTraditionalProduct, Toggenburger cheese]
-
A.
Appenzeller cheese
Appenzeller cheese is a traditional Swiss cow's milk cheese from the Appenzell region, renowned for its firm texture and distinctively tangy, aromatic flavor developed by washing the rind with a herbal brine.
-
B.
Vacherin Fribourgeois cheese
Vacherin Fribourgeois cheese is a semi-soft Swiss cow’s milk cheese from the canton of Fribourg, prized for its smooth, melting texture and use in traditional fondues.
-
C.
Gruyère cheese
Gruyère cheese is a firm, nutty-flavored Swiss cow’s milk cheese renowned worldwide for its use in dishes like fondue and French onion soup.
-
D.
Bugey cheese
Bugey cheese is a traditional French cheese from the Bugey region in eastern France, known for its rustic character and regional artisanal production.
-
E.
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.
- 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: Toggenburger cheese Triple: [Toggenburg, hasTraditionalProduct, Toggenburger cheese]
Generated description
Toggenburger cheese is a traditional Swiss cheese from the Toggenburg region, known for its aromatic, full-bodied flavor and firm, sliceable texture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toggenburger cheese Target entity description: Toggenburger cheese is a traditional Swiss cheese from the Toggenburg region, known for its aromatic, full-bodied flavor and firm, sliceable texture.
-
A.
Appenzeller cheese
Appenzeller cheese is a traditional Swiss cow's milk cheese from the Appenzell region, renowned for its firm texture and distinctively tangy, aromatic flavor developed by washing the rind with a herbal brine.
-
B.
Vacherin Fribourgeois cheese
Vacherin Fribourgeois cheese is a semi-soft Swiss cow’s milk cheese from the canton of Fribourg, prized for its smooth, melting texture and use in traditional fondues.
-
C.
Gruyère cheese
Gruyère cheese is a firm, nutty-flavored Swiss cow’s milk cheese renowned worldwide for its use in dishes like fondue and French onion soup.
-
D.
Bugey cheese
Bugey cheese is a traditional French cheese from the Bugey region in eastern France, known for its rustic character and regional artisanal production.
-
E.
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.
- 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_69d6ab4780948190bdb9f7620c2ac27e |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90425258c8190ba7b3b837c439253 |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49dea043c8190a74ffb448bbae5d0 |
completed | May 1, 2026, 12:34 p.m. |
| NEDg | Description generation | batch_69f53d95d4fc8190b5f4e460646bec2a |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f56505c0b481909f9caaf338f73033 |
completed | May 2, 2026, 2:44 a.m. |
Created at: April 8, 2026, 9:47 p.m.