Triple
T23340775
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gare de Chambéry-Challes-les-Eaux |
E591728
|
entity |
| Predicate | locatedInSuburb |
P40
|
FINISHED |
| Object |
Challes-les-Eaux
Challes-les-Eaux is a spa town and commune in the Savoie department of southeastern France, known for its thermal baths and proximity to Chambéry.
|
E1592079
|
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: Challes-les-Eaux | Statement: [Gare de Chambéry-Challes-les-Eaux, locatedInSuburb, Challes-les-Eaux]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Challes-les-Eaux Context triple: [Gare de Chambéry-Challes-les-Eaux, locatedInSuburb, Challes-les-Eaux]
-
A.
Vernet-les-Bains
Vernet-les-Bains is a spa and resort village in the Pyrénées-Orientales region of southern France, known for its thermal baths and scenic mountain setting.
-
B.
Thonon-les-Bains
Thonon-les-Bains is a French spa and resort town in the Haute-Savoie region, known for its lakeside setting on Lake Geneva and views of the Alps.
-
C.
Charolles
Charolles is a small historic town in eastern France, known as the traditional capital of the Charolais cattle-breeding region.
-
D.
Valtournenche
Valtournenche is a mountain village and commune in Italy’s Aosta Valley, known as a gateway to the Matterhorn and a popular destination for alpine climbing and skiing.
-
E.
Bilhères
Bilhères is a small mountain village in southwestern France, situated in the Ossau Valley of the Pyrenees.
- 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: Challes-les-Eaux Triple: [Gare de Chambéry-Challes-les-Eaux, locatedInSuburb, Challes-les-Eaux]
Generated description
Challes-les-Eaux is a spa town and commune in the Savoie department of southeastern France, known for its thermal baths and proximity to Chambéry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Challes-les-Eaux Target entity description: Challes-les-Eaux is a spa town and commune in the Savoie department of southeastern France, known for its thermal baths and proximity to Chambéry.
-
A.
Vernet-les-Bains
Vernet-les-Bains is a spa and resort village in the Pyrénées-Orientales region of southern France, known for its thermal baths and scenic mountain setting.
-
B.
Thonon-les-Bains
Thonon-les-Bains is a French spa and resort town in the Haute-Savoie region, known for its lakeside setting on Lake Geneva and views of the Alps.
-
C.
Charolles
Charolles is a small historic town in eastern France, known as the traditional capital of the Charolais cattle-breeding region.
-
D.
Valtournenche
Valtournenche is a mountain village and commune in Italy’s Aosta Valley, known as a gateway to the Matterhorn and a popular destination for alpine climbing and skiing.
-
E.
Bilhères
Bilhères is a small mountain village in southwestern France, situated in the Ossau Valley of the Pyrenees.
- 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_69e25d20e3d08190bcede87673cafb25 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f198329d9c8190992627afa9b54bed |
completed | April 29, 2026, 5:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0cdf2ea61c8190a2d6b2647750c486 |
completed | May 19, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_6a0d7213f9508190a8884846e19079e3 |
completed | May 20, 2026, 8:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0d72ad1b148190bbe5f65e84ac2837 |
completed | May 20, 2026, 8:37 a.m. |
Created at: April 17, 2026, 5:18 p.m.