Triple
T13323341
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Ems |
E317369
|
entity |
| Predicate | hasHotSpring |
P32542
|
FINISHED |
| Object |
Bad Ems mineral springs
Bad Ems mineral springs are a historic spa complex in the German town of Bad Ems, renowned for their therapeutic thermal waters and long-standing role as a European health resort.
|
E1034346
|
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: Bad Ems mineral springs | Statement: [Bad Ems, hasHotSpring, Bad Ems mineral springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bad Ems mineral springs Context triple: [Bad Ems, hasHotSpring, Bad Ems mineral springs]
-
A.
Aachen hot springs
Aachen hot springs are a historic cluster of thermal mineral springs in Aachen, Germany, long famed for their therapeutic waters and role in attracting Roman and medieval imperial settlements.
-
B.
Nymphenbad
Nymphenbad is an ornate Baroque fountain courtyard in Dresden, Germany, renowned for its sculpted nymphs and integration into the Zwinger Palace complex.
-
C.
Merano Thermal Baths
Merano Thermal Baths is a modern spa and wellness complex in Merano, Italy, renowned for its thermal pools, saunas, and Alpine setting.
-
D.
Herkulesbad
Herkulesbad is the German name for Băile Herculane, a historic spa town in southwestern Romania famed for its thermal baths and Roman-era heritage.
-
E.
Raststätte Baden-Baden
Raststätte Baden-Baden is a motorway service area in southwestern Germany that provides fuel, food, rest facilities, and other traveler services near the spa town of Baden-Baden.
- 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: Bad Ems mineral springs Triple: [Bad Ems, hasHotSpring, Bad Ems mineral springs]
Generated description
Bad Ems mineral springs are a historic spa complex in the German town of Bad Ems, renowned for their therapeutic thermal waters and long-standing role as a European health resort.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bad Ems mineral springs Target entity description: Bad Ems mineral springs are a historic spa complex in the German town of Bad Ems, renowned for their therapeutic thermal waters and long-standing role as a European health resort.
-
A.
Aachen hot springs
Aachen hot springs are a historic cluster of thermal mineral springs in Aachen, Germany, long famed for their therapeutic waters and role in attracting Roman and medieval imperial settlements.
-
B.
Nymphenbad
Nymphenbad is an ornate Baroque fountain courtyard in Dresden, Germany, renowned for its sculpted nymphs and integration into the Zwinger Palace complex.
-
C.
Merano Thermal Baths
Merano Thermal Baths is a modern spa and wellness complex in Merano, Italy, renowned for its thermal pools, saunas, and Alpine setting.
-
D.
Herkulesbad
Herkulesbad is the German name for Băile Herculane, a historic spa town in southwestern Romania famed for its thermal baths and Roman-era heritage.
-
E.
Raststätte Baden-Baden
Raststätte Baden-Baden is a motorway service area in southwestern Germany that provides fuel, food, rest facilities, and other traveler services near the spa town of Baden-Baden.
- 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_69d806b4d62c81908d4ced1665414be5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9992c1fec8190bcb6a6bb3c973a24 |
completed | April 11, 2026, 12:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f71f2cd5688190a2a0db0f0295de83 |
completed | May 3, 2026, 10:10 a.m. |
| NEDg | Description generation | batch_69f71fe2c128819096cc31c9cbb739b5 |
completed | May 3, 2026, 10:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7208d47388190b1b51f346b0d1423 |
completed | May 3, 2026, 10:16 a.m. |
Created at: April 9, 2026, 9:30 p.m.