Triple
T3924224
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Ragaz |
E93233
|
entity |
| Predicate | thermalWaterSource |
P4102
|
FINISHED |
| Object |
Tamina Gorge
Tamina Gorge is a dramatic, narrow ravine in eastern Switzerland renowned for its hot thermal springs and scenic walking paths.
|
E403175
|
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: Tamina Gorge | Statement: [Bad Ragaz, thermalWaterSource, Tamina Gorge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamina Gorge Context triple: [Bad Ragaz, thermalWaterSource, Tamina Gorge]
-
A.
Bunyeroo Gorge
Bunyeroo Gorge is a scenic, rugged canyon in South Australia's Flinders Ranges, known for its striking geological formations, panoramic outback views, and popular driving and hiking tracks.
-
B.
Nitmiluk Gorge
Nitmiluk Gorge is a spectacular series of sandstone gorges carved by the Katherine River in Nitmiluk National Park in Australia’s Northern Territory, renowned for its dramatic cliffs, Aboriginal cultural significance, and popular boating and hiking opportunities.
-
C.
Fonias Gorge
Fonias Gorge is a dramatic, waterfall-filled canyon on the Greek island of Samothrace, known for its lush scenery, natural pools, and popular hiking routes.
-
D.
Bode Gorge
Bode Gorge is a steep, scenic river valley in Germany’s Harz Mountains, renowned for its dramatic cliffs, hiking trails, and natural beauty.
-
E.
Escuaín Gorge
Escuaín Gorge is a dramatic limestone canyon in the Spanish Pyrenees known for its rugged cliffs, rich biodiversity, and scenic hiking routes.
- 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 Gorge Triple: [Bad Ragaz, thermalWaterSource, Tamina Gorge]
Generated description
Tamina Gorge is a dramatic, narrow ravine in eastern Switzerland renowned for its hot thermal springs and scenic walking paths.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamina Gorge Target entity description: Tamina Gorge is a dramatic, narrow ravine in eastern Switzerland renowned for its hot thermal springs and scenic walking paths.
-
A.
Bunyeroo Gorge
Bunyeroo Gorge is a scenic, rugged canyon in South Australia's Flinders Ranges, known for its striking geological formations, panoramic outback views, and popular driving and hiking tracks.
-
B.
Nitmiluk Gorge
Nitmiluk Gorge is a spectacular series of sandstone gorges carved by the Katherine River in Nitmiluk National Park in Australia’s Northern Territory, renowned for its dramatic cliffs, Aboriginal cultural significance, and popular boating and hiking opportunities.
-
C.
Fonias Gorge
Fonias Gorge is a dramatic, waterfall-filled canyon on the Greek island of Samothrace, known for its lush scenery, natural pools, and popular hiking routes.
-
D.
Bode Gorge
Bode Gorge is a steep, scenic river valley in Germany’s Harz Mountains, renowned for its dramatic cliffs, hiking trails, and natural beauty.
-
E.
Escuaín Gorge
Escuaín Gorge is a dramatic limestone canyon in the Spanish Pyrenees known for its rugged cliffs, rich biodiversity, and scenic hiking routes.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: thermalWaterSource Context triple: [Bad Ragaz, thermalWaterSource, Tamina Gorge]
-
A.
waterSourceType
Indicates the kind or category of source from which water is obtained.
-
B.
waterSource
chosen
Indicates that one entity serves as the source or provider of water for another entity.
-
C.
heatSource
Indicates that one entity serves as a source of heat or heating for another entity.
-
D.
waterOrigin
Indicates the source or starting location from which the water originates or is supplied.
-
E.
hasThermalWaterUse
Indicates that something makes use of thermal water, typically for purposes such as heating, bathing, energy production, or therapeutic applications.
- F. None of above.
Provenance (6 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_69b53fefa46c8190a6a2e7d9e90d11dd |
completed | March 14, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69b54111e5188190ab8ec23124c22981 |
completed | March 14, 2026, 11:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54193105c81909e2a4e368aae36e8 |
completed | March 14, 2026, 11:08 a.m. |
| PD | Predicate disambiguation | batch_69aee7609c4081908000ce12ae827c3f |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:23 p.m.