Triple
T8168464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Namur Province |
E190753
|
entity |
| Predicate | hasHeritageSite |
P923
|
FINISHED |
| Object |
Caves of Han-sur-Lesse
The Caves of Han-sur-Lesse are a famous limestone cave complex in Belgium renowned for their impressive underground chambers, stalactites and stalagmites, and guided tourist visits.
|
E715897
|
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: Caves of Han-sur-Lesse | Statement: [Namur Province, hasHeritageSite, Caves of Han-sur-Lesse]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Caves of Han-sur-Lesse Context triple: [Namur Province, hasHeritageSite, Caves of Han-sur-Lesse]
-
A.
Grotte de Lombrives
Grotte de Lombrives is one of the largest and most famous cave systems in Europe, renowned for its vast chambers, striking rock formations, and rich archaeological and historical significance.
-
B.
Grotte Merveilleuse
Grotte Merveilleuse is a famous limestone cave in Algeria known for its striking stalactite and stalagmite formations that attract many visitors.
-
C.
Caves of Occitanie
Caves of Occitanie are a group of notable limestone caves in the Occitanie region of southern France, known for their striking geological formations and touristic appeal.
-
D.
Roquefort-sur-Soulzon caves
The Roquefort-sur-Soulzon caves are natural limestone caverns in southern France whose unique microclimate is used to mature Roquefort cheese and develop its characteristic blue veins and flavor.
-
E.
Grotte de la Salamandre
Grotte de la Salamandre is a spectacular show cave in southern France renowned for its vast underground chambers, striking rock formations, and immersive lighting displays.
- 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: Caves of Han-sur-Lesse Triple: [Namur Province, hasHeritageSite, Caves of Han-sur-Lesse]
Generated description
The Caves of Han-sur-Lesse are a famous limestone cave complex in Belgium renowned for their impressive underground chambers, stalactites and stalagmites, and guided tourist visits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Caves of Han-sur-Lesse Target entity description: The Caves of Han-sur-Lesse are a famous limestone cave complex in Belgium renowned for their impressive underground chambers, stalactites and stalagmites, and guided tourist visits.
-
A.
Grotte de Lombrives
Grotte de Lombrives is one of the largest and most famous cave systems in Europe, renowned for its vast chambers, striking rock formations, and rich archaeological and historical significance.
-
B.
Grotte Merveilleuse
Grotte Merveilleuse is a famous limestone cave in Algeria known for its striking stalactite and stalagmite formations that attract many visitors.
-
C.
Caves of Occitanie
Caves of Occitanie are a group of notable limestone caves in the Occitanie region of southern France, known for their striking geological formations and touristic appeal.
-
D.
Roquefort-sur-Soulzon caves
The Roquefort-sur-Soulzon caves are natural limestone caverns in southern France whose unique microclimate is used to mature Roquefort cheese and develop its characteristic blue veins and flavor.
-
E.
Grotte de la Salamandre
Grotte de la Salamandre is a spectacular show cave in southern France renowned for its vast underground chambers, striking rock formations, and immersive lighting displays.
- 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_69ca82c0ef14819083713f4473dd847c |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb466abfe48190b4eb2f23b1e28668 |
completed | March 31, 2026, 3:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf4b68288190be7490119d46b242 |
completed | April 1, 2026, 6:46 a.m. |
| NEDg | Description generation | batch_69ccc311d4e8819080f4aeef8ee7dc3b |
completed | April 1, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd83115fc8190a3e276bed0a00926 |
completed | April 1, 2026, 8:32 a.m. |
Created at: March 30, 2026, 5:39 p.m.