Triple
T5107919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saint-Gervais-les-Bains |
E115142
|
entity |
| Predicate | hasThermalEstablishment |
P61609
|
FINISHED |
| Object |
Thermes de Saint-Gervais-les-Bains
Thermes de Saint-Gervais-les-Bains is a renowned thermal spa complex in the French Alps, known for its natural hot springs and wellness treatments.
|
E115142
|
NE FINISHED |
How this triple was built (5 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: Thermes de Saint-Gervais-les-Bains | Statement: [Saint-Gervais-les-Bains, hasThermalEstablishment, Thermes de Saint-Gervais-les-Bains]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thermes de Saint-Gervais-les-Bains Context triple: [Saint-Gervais-les-Bains, hasThermalEstablishment, Thermes de Saint-Gervais-les-Bains]
-
A.
Saint-Gervais-les-Bains
Saint-Gervais-les-Bains is a French Alpine spa town and ski resort in Haute-Savoie, known as a gateway to Mont Blanc.
-
B.
Formiguères ski resort
Formiguères ski resort is a small, family-friendly ski area in the Capcir region of the French Pyrenees, known for its natural setting and varied alpine terrain.
-
C.
La Plagne
La Plagne is a major French Alpine ski resort renowned for its extensive slopes and role as a venue during the 1992 Albertville Winter Olympics.
-
D.
Montgenèvre ski resort
Montgenèvre ski resort is a historic French Alpine ski area on the Italian border, known for its extensive slopes, reliable snow, and inclusion in the cross-border Via Lattea (Milky Way) ski domain.
-
E.
Plombières-les-Bains
Plombières-les-Bains is a historic spa town in northeastern France renowned for its thermal baths and picturesque setting in the Vosges region.
- 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: Thermes de Saint-Gervais-les-Bains Triple: [Saint-Gervais-les-Bains, hasThermalEstablishment, Thermes de Saint-Gervais-les-Bains]
Generated description
Thermes de Saint-Gervais-les-Bains is a renowned thermal spa complex in the French Alps, known for its natural hot springs and wellness treatments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thermes de Saint-Gervais-les-Bains Target entity description: Thermes de Saint-Gervais-les-Bains is a renowned thermal spa complex in the French Alps, known for its natural hot springs and wellness treatments.
-
A.
Saint-Gervais-les-Bains
chosen
Saint-Gervais-les-Bains is a French Alpine spa town and ski resort in Haute-Savoie, known as a gateway to Mont Blanc.
-
B.
Formiguères ski resort
Formiguères ski resort is a small, family-friendly ski area in the Capcir region of the French Pyrenees, known for its natural setting and varied alpine terrain.
-
C.
La Plagne
La Plagne is a major French Alpine ski resort renowned for its extensive slopes and role as a venue during the 1992 Albertville Winter Olympics.
-
D.
Montgenèvre ski resort
Montgenèvre ski resort is a historic French Alpine ski area on the Italian border, known for its extensive slopes, reliable snow, and inclusion in the cross-border Via Lattea (Milky Way) ski domain.
-
E.
Plombières-les-Bains
Plombières-les-Bains is a historic spa town in northeastern France renowned for its thermal baths and picturesque setting in the Vosges region.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasThermalEstablishment Context triple: [Saint-Gervais-les-Bains, hasThermalEstablishment, Thermes de Saint-Gervais-les-Bains]
-
A.
hasThermalActivity
Indicates that an entity exhibits or is associated with heat-related phenomena such as heating, cooling, or temperature change.
-
B.
usesThermals
Indicates that one entity relies on rising warm air currents (thermals) as a means to gain lift, move, or maintain altitude.
-
C.
hasHeating
Indicates that an entity is equipped with or provides a heating system or heating capability.
-
D.
hasTemperatureRegime
Indicates that an entity is characterized by or associated with a particular pattern or regime of temperature conditions.
-
E.
hasTemperature
Indicates that an entity possesses or is characterized by a specific temperature value.
- F. None of above. chosen
Provenance (7 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_69bd4440b3348190be1251fd8b7951f1 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75a8ee7881908876859402911e5a |
completed | March 20, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba9ec0fc819085dcd1d27f46f377 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebb427ee0819090cc2a7b12310719 |
completed | March 21, 2026, 3:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebbbeaa98819099c8a376a30638d2 |
completed | March 21, 2026, 3:39 p.m. |
| PD | Predicate disambiguation | batch_69bd715fe3a8819087d3065adddba515 |
completed | March 20, 2026, 4:10 p.m. |
| PDg | Predicate description generation | batch_69bd72e1b7cc8190b2e621fdf8f22e38 |
completed | March 20, 2026, 4:16 p.m. |
Created at: March 20, 2026, 1:41 p.m.