Triple
T3924223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Ragaz |
E93233
|
entity |
| Predicate | hasHotSpring |
P32542
|
FINISHED |
| Object |
Tamina thermal spring
Tamina thermal spring is a renowned natural hot spring in the Tamina Gorge near Bad Ragaz, Switzerland, famous for its warm, mineral-rich waters used for spa and therapeutic treatments.
|
E400342
|
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: Tamina thermal spring | Statement: [Bad Ragaz, hasHotSpring, Tamina thermal spring]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamina thermal spring Context triple: [Bad Ragaz, hasHotSpring, Tamina thermal spring]
-
A.
Fiambalá hot springs
Fiambalá hot springs is a scenic thermal bath complex in Argentina’s Catamarca Province, known for its terraced pools set amid desert and mountain landscapes.
-
B.
Therma hot springs
Therma hot springs are natural thermal baths on the Greek island of Ikaria, renowned for their mineral-rich waters and therapeutic properties.
-
C.
Anna Thermal Bath
Anna Thermal Bath is a historic spa complex in Szeged, Hungary, renowned for its medicinal thermal waters and Art Nouveau architecture.
-
D.
Cipanas hot springs
Cipanas hot springs is a popular geothermal bathing and relaxation destination in West Java, Indonesia, known for its naturally heated mineral waters and resort facilities.
-
E.
Chalybeate Spring
Chalybeate Spring is a historic iron-rich mineral spring in Royal Tunbridge Wells, England, long famed for its supposedly health-giving waters and role in the town’s development as a spa resort.
- 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: Tamina thermal spring Triple: [Bad Ragaz, hasHotSpring, Tamina thermal spring]
Generated description
Tamina thermal spring is a renowned natural hot spring in the Tamina Gorge near Bad Ragaz, Switzerland, famous for its warm, mineral-rich waters used for spa and therapeutic treatments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamina thermal spring Target entity description: Tamina thermal spring is a renowned natural hot spring in the Tamina Gorge near Bad Ragaz, Switzerland, famous for its warm, mineral-rich waters used for spa and therapeutic treatments.
-
A.
Fiambalá hot springs
Fiambalá hot springs is a scenic thermal bath complex in Argentina’s Catamarca Province, known for its terraced pools set amid desert and mountain landscapes.
-
B.
Therma hot springs
Therma hot springs are natural thermal baths on the Greek island of Ikaria, renowned for their mineral-rich waters and therapeutic properties.
-
C.
Anna Thermal Bath
Anna Thermal Bath is a historic spa complex in Szeged, Hungary, renowned for its medicinal thermal waters and Art Nouveau architecture.
-
D.
Cipanas hot springs
Cipanas hot springs is a popular geothermal bathing and relaxation destination in West Java, Indonesia, known for its naturally heated mineral waters and resort facilities.
-
E.
Chalybeate Spring
Chalybeate Spring is a historic iron-rich mineral spring in Royal Tunbridge Wells, England, long famed for its supposedly health-giving waters and role in the town’s development as a spa resort.
- 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_69aed96bfa1081908f7b30f2c647dee6 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeed7dacdc8190854ebc13db2d24bc |
completed | March 9, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b52873d5a881909c4c29f06b94a467 |
completed | March 14, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69b52c7951d881908a3111581e0ab511 |
completed | March 14, 2026, 9:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52cd24e988190b25e3b3ccc937fdd |
completed | March 14, 2026, 9:39 a.m. |
Created at: March 9, 2026, 3:23 p.m.