Triple
T6554598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bagnères-de-Bigorre |
E152412
|
entity |
| Predicate | hasThermalEstablishment |
P61609
|
FINISHED |
| Object |
Grands Thermes de Bagnères-de-Bigorre
Grands Thermes de Bagnères-de-Bigorre is a historic thermal spa complex in the Pyrenean town of Bagnères-de-Bigorre, renowned for its therapeutic hot springs and wellness treatments.
|
E152412
|
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: Grands Thermes de Bagnères-de-Bigorre | Statement: [Bagnères-de-Bigorre, hasThermalEstablishment, Grands Thermes de Bagnères-de-Bigorre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grands Thermes de Bagnères-de-Bigorre Context triple: [Bagnères-de-Bigorre, hasThermalEstablishment, Grands Thermes de Bagnères-de-Bigorre]
-
A.
Bagnères-de-Bigorre
Bagnères-de-Bigorre is a spa and ski resort town in the French Pyrenees, known for its thermal baths and mountain tourism.
-
B.
Aulus-les-Bains
Aulus-les-Bains is a small spa village in the French Pyrenees known for its thermal baths and mountain hiking opportunities.
-
C.
Fontaine-de-Vaucluse
Fontaine-de-Vaucluse is a picturesque village in southeastern France renowned for its powerful karst spring, one of the largest in the world, and its association with the poet Petrarch.
-
D.
Ussat-les-Bains
Ussat-les-Bains is a spa village in the Ariège department of southwestern France, known for its thermal baths and proximity to notable caves in the Pyrenees.
-
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: Grands Thermes de Bagnères-de-Bigorre Triple: [Bagnères-de-Bigorre, hasThermalEstablishment, Grands Thermes de Bagnères-de-Bigorre]
Generated description
Grands Thermes de Bagnères-de-Bigorre is a historic thermal spa complex in the Pyrenean town of Bagnères-de-Bigorre, renowned for its therapeutic hot springs and wellness treatments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grands Thermes de Bagnères-de-Bigorre Target entity description: Grands Thermes de Bagnères-de-Bigorre is a historic thermal spa complex in the Pyrenean town of Bagnères-de-Bigorre, renowned for its therapeutic hot springs and wellness treatments.
-
A.
Bagnères-de-Bigorre
chosen
Bagnères-de-Bigorre is a spa and ski resort town in the French Pyrenees, known for its thermal baths and mountain tourism.
-
B.
Aulus-les-Bains
Aulus-les-Bains is a small spa village in the French Pyrenees known for its thermal baths and mountain hiking opportunities.
-
C.
Fontaine-de-Vaucluse
Fontaine-de-Vaucluse is a picturesque village in southeastern France renowned for its powerful karst spring, one of the largest in the world, and its association with the poet Petrarch.
-
D.
Ussat-les-Bains
Ussat-les-Bains is a spa village in the Ariège department of southwestern France, known for its thermal baths and proximity to notable caves in the Pyrenees.
-
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.
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_69c688058d6881908c19b309cc55dbfa |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae1c07cc819089c297edad943a57 |
completed | March 27, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d55707d081908104f08e1d59d603 |
completed | March 27, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69c6d67574cc8190acf20c1a598c32ee |
completed | March 27, 2026, 7:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d84076d48190ada0903af49613de |
completed | March 27, 2026, 7:19 p.m. |
Created at: March 27, 2026, 1:51 p.m.