Triple
T4430815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grotte de Mas d’Azil |
E95322
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Pyrenean foothills karst system
The Pyrenean foothills karst system is an extensive limestone landscape at the base of the Pyrenees characterized by caves, sinkholes, and underground drainage networks, including notable sites such as the Grotte de Mas d’Azil.
|
E440035
|
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: Pyrenean foothills karst system | Statement: [Grotte de Mas d’Azil, partOf, Pyrenean foothills karst system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pyrenean foothills karst system Context triple: [Grotte de Mas d’Azil, partOf, Pyrenean foothills karst system]
-
A.
Horse Cave karst area
Horse Cave karst area is a notable karst landscape in south-central Kentucky characterized by extensive caves, sinkholes, and underground drainage systems.
-
B.
Coastal–Karst statistical region
The Coastal–Karst statistical region is an administrative and statistical region in southwestern Slovenia known for its Adriatic coastline, karst landscape, and inclusion of the Slovenian Littoral area.
-
C.
Pech Merle cave system
The Pech Merle cave system is a prehistoric cave complex in southwestern France renowned for its well-preserved Paleolithic wall paintings and remarkable geological formations.
-
D.
Pilis–Buda karst area
The Pilis–Buda karst area is a limestone-rich karst landscape in Hungary known for its caves, sinkholes, and unique geological formations within the Buda Hills region.
-
E.
Moravian Karst
Moravian Karst is a renowned karst landscape in the eastern Czech Republic, famous for its extensive cave systems, deep gorges, and unique geological formations.
- 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: Pyrenean foothills karst system Triple: [Grotte de Mas d’Azil, partOf, Pyrenean foothills karst system]
Generated description
The Pyrenean foothills karst system is an extensive limestone landscape at the base of the Pyrenees characterized by caves, sinkholes, and underground drainage networks, including notable sites such as the Grotte de Mas d’Azil.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pyrenean foothills karst system Target entity description: The Pyrenean foothills karst system is an extensive limestone landscape at the base of the Pyrenees characterized by caves, sinkholes, and underground drainage networks, including notable sites such as the Grotte de Mas d’Azil.
-
A.
Horse Cave karst area
Horse Cave karst area is a notable karst landscape in south-central Kentucky characterized by extensive caves, sinkholes, and underground drainage systems.
-
B.
Coastal–Karst statistical region
The Coastal–Karst statistical region is an administrative and statistical region in southwestern Slovenia known for its Adriatic coastline, karst landscape, and inclusion of the Slovenian Littoral area.
-
C.
Pech Merle cave system
The Pech Merle cave system is a prehistoric cave complex in southwestern France renowned for its well-preserved Paleolithic wall paintings and remarkable geological formations.
-
D.
Pilis–Buda karst area
The Pilis–Buda karst area is a limestone-rich karst landscape in Hungary known for its caves, sinkholes, and unique geological formations within the Buda Hills region.
-
E.
Moravian Karst
Moravian Karst is a renowned karst landscape in the eastern Czech Republic, famous for its extensive cave systems, deep gorges, and unique geological formations.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3556b71448190a3fab938853f8b87 |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6136f350c81908d00eff850951ab0 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b61439a86c8190849c5af718ddc647 |
completed | March 15, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b614d6106c81908a601f540622f934 |
completed | March 15, 2026, 2:09 a.m. |
Created at: March 12, 2026, 11:31 p.m.