Triple
T13449629
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peshkopi |
E320573
|
entity |
| Predicate | hasNearbyThermalSprings |
P32542
|
FINISHED |
| Object |
Peshkopi thermal baths
Peshkopi thermal baths are a well-known Albanian spa destination famed for their naturally heated mineral waters and therapeutic health treatments.
|
E1040317
|
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: Peshkopi thermal baths | Statement: [Peshkopi, hasNearbyThermalSprings, Peshkopi thermal baths]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peshkopi thermal baths Context triple: [Peshkopi, hasNearbyThermalSprings, Peshkopi thermal baths]
-
A.
Traianoupoli thermal baths
Traianoupoli thermal baths are historic hot springs and spa facilities near Alexandroupoli in northeastern Greece, known for their therapeutic waters and Roman-Byzantine heritage.
-
B.
Pozar thermal baths
Pozar thermal baths is a popular natural hot springs and spa complex in northern Greece, known for its therapeutic waters and scenic mountainous setting.
-
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.
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.
-
E.
Agárd Thermal Bath
Agárd Thermal Bath is a popular Hungarian spa complex in Gárdony known for its medicinal thermal waters and wellness facilities near Lake Velence.
- 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: Peshkopi thermal baths Triple: [Peshkopi, hasNearbyThermalSprings, Peshkopi thermal baths]
Generated description
Peshkopi thermal baths are a well-known Albanian spa destination famed for their naturally heated mineral waters and therapeutic health treatments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peshkopi thermal baths Target entity description: Peshkopi thermal baths are a well-known Albanian spa destination famed for their naturally heated mineral waters and therapeutic health treatments.
-
A.
Traianoupoli thermal baths
Traianoupoli thermal baths are historic hot springs and spa facilities near Alexandroupoli in northeastern Greece, known for their therapeutic waters and Roman-Byzantine heritage.
-
B.
Pozar thermal baths
Pozar thermal baths is a popular natural hot springs and spa complex in northern Greece, known for its therapeutic waters and scenic mountainous setting.
-
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.
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.
-
E.
Agárd Thermal Bath
Agárd Thermal Bath is a popular Hungarian spa complex in Gárdony known for its medicinal thermal waters and wellness facilities near Lake Velence.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearbyThermalSprings Context triple: [Peshkopi, hasNearbyThermalSprings, Peshkopi thermal baths]
-
A.
hasNumberOfHotSprings
Indicates the quantity of hot springs associated with a given entity.
-
B.
hasHotSpring
chosen
Indicates that one entity possesses, contains, or is associated with a hot spring.
-
C.
hasThermalBathsSince
Indicates that an entity has had thermal baths available or in operation continuously since a specified point in time.
-
D.
hasMineralSprings
Indicates that a place or entity possesses or is characterized by the presence of mineral springs.
-
E.
hasFreshwaterSprings
Indicates that the subject contains or is associated with natural sources of freshwater emerging from the ground.
- 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_69d80761e6cc8190a90c844589998ecc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaef973b08190a3d7fe1c2a913cff |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f73999f8388190b2c578e063341178 |
completed | May 3, 2026, 12:03 p.m. |
| NEDg | Description generation | batch_69f73af2b37481908c4d282c1335fe08 |
completed | May 3, 2026, 12:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f73b959de88190959335353242031b |
completed | May 3, 2026, 12:12 p.m. |
| PD | Predicate disambiguation | batch_69d9a03ce03481908c61094f0cc0c158 |
completed | April 11, 2026, 1:13 a.m. |
Created at: April 9, 2026, 9:41 p.m.