Triple
T15704537
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cauberg |
E380672
|
entity |
| Predicate | hasNearbyAttraction |
P2064
|
FINISHED |
| Object |
Valkenburg caves
The Valkenburg caves are an extensive network of man-made limestone tunnels in Valkenburg, the Netherlands, known for their historic quarries, underground art, and popular guided tours.
|
E1172146
|
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: Valkenburg caves | Statement: [Cauberg, hasNearbyAttraction, Valkenburg caves]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valkenburg caves Context triple: [Cauberg, hasNearbyAttraction, Valkenburg caves]
-
A.
Heppe Cave
Heppe Cave is a lava tube cave located within Lava Beds National Monument in northern California, known for its volcanic geology and underground passages.
-
B.
Segeberger Kalkberg caves
The Segeberger Kalkberg caves are a notable limestone cave system in Bad Segeberg, Germany, famous for their extensive bat colonies and guided underground tours.
-
C.
Attermire Cave
Attermire Cave is a limestone cave in the Yorkshire Dales of northern England, noted for its archaeological finds and dramatic karst landscape.
-
D.
St. Pietersberg Caves
St. Pietersberg Caves are an extensive network of man-made limestone tunnels and quarries renowned for their historical significance and underground tours in the Maastricht area of the Netherlands.
-
E.
Lombrives Cave
Lombrives Cave is a vast and geologically significant limestone cave system in the French Pyrenees, known for its impressive chambers, archaeological remains, and rich speleological history.
- 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: Valkenburg caves Triple: [Cauberg, hasNearbyAttraction, Valkenburg caves]
Generated description
The Valkenburg caves are an extensive network of man-made limestone tunnels in Valkenburg, the Netherlands, known for their historic quarries, underground art, and popular guided tours.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valkenburg caves Target entity description: The Valkenburg caves are an extensive network of man-made limestone tunnels in Valkenburg, the Netherlands, known for their historic quarries, underground art, and popular guided tours.
-
A.
Heppe Cave
Heppe Cave is a lava tube cave located within Lava Beds National Monument in northern California, known for its volcanic geology and underground passages.
-
B.
Segeberger Kalkberg caves
The Segeberger Kalkberg caves are a notable limestone cave system in Bad Segeberg, Germany, famous for their extensive bat colonies and guided underground tours.
-
C.
Attermire Cave
Attermire Cave is a limestone cave in the Yorkshire Dales of northern England, noted for its archaeological finds and dramatic karst landscape.
-
D.
St. Pietersberg Caves
St. Pietersberg Caves are an extensive network of man-made limestone tunnels and quarries renowned for their historical significance and underground tours in the Maastricht area of the Netherlands.
-
E.
Lombrives Cave
Lombrives Cave is a vast and geologically significant limestone cave system in the French Pyrenees, known for its impressive chambers, archaeological remains, and rich speleological history.
- 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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f6fc3608190a85b25755f5345db |
completed | April 16, 2026, 2:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff757997348190b29a9b55ba08169f |
completed | May 9, 2026, 5:57 p.m. |
| NEDg | Description generation | batch_69ff7653ccc08190b4b44b4f55344f65 |
completed | May 9, 2026, 6 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff76d21a148190bbe66c3ff12386f3 |
completed | May 9, 2026, 6:02 p.m. |
Created at: April 10, 2026, 4:45 a.m.