Triple
T717548
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Occitanie |
E14341
|
entity |
| Predicate | hasNotableCave |
P10755
|
FINISHED |
| Object |
Grotte de l’Aven Armand
Grotte de l’Aven Armand is a spectacular limestone cave in southern France renowned for its immense underground chamber filled with hundreds of towering stalagmites.
|
E100755
|
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: Grotte de l’Aven Armand | Statement: [Occitanie, hasNotableCave, Grotte de l’Aven Armand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grotte de l’Aven Armand Context triple: [Occitanie, hasNotableCave, Grotte de l’Aven Armand]
-
A.
Grotte de la Cocalière
Grotte de la Cocalière is a famous show cave in southern France known for its impressive limestone formations and underground galleries open to visitors.
-
B.
Grotte des Demoiselles
Grotte des Demoiselles is a famous limestone show cave in southern France known for its vast chambers, dramatic stalactite and stalagmite formations, and underground cathedral-like hall.
-
C.
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.
-
D.
Grotte de Bétharram
Grotte de Bétharram is an extensive show cave complex in southwestern France renowned for its impressive limestone formations and underground river, accessible via guided tours by foot, boat, and train.
-
E.
Grotte de Dargilan
Grotte de Dargilan is a large, richly decorated limestone cave in southern France renowned for its impressive stalactites, stalagmites, and colorful rock 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: Grotte de l’Aven Armand Triple: [Occitanie, hasNotableCave, Grotte de l’Aven Armand]
Generated description
Grotte de l’Aven Armand is a spectacular limestone cave in southern France renowned for its immense underground chamber filled with hundreds of towering stalagmites.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grotte de l’Aven Armand Target entity description: Grotte de l’Aven Armand is a spectacular limestone cave in southern France renowned for its immense underground chamber filled with hundreds of towering stalagmites.
-
A.
Grotte de la Cocalière
Grotte de la Cocalière is a famous show cave in southern France known for its impressive limestone formations and underground galleries open to visitors.
-
B.
Grotte des Demoiselles
Grotte des Demoiselles is a famous limestone show cave in southern France known for its vast chambers, dramatic stalactite and stalagmite formations, and underground cathedral-like hall.
-
C.
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.
-
D.
Grotte de Bétharram
Grotte de Bétharram is an extensive show cave complex in southwestern France renowned for its impressive limestone formations and underground river, accessible via guided tours by foot, boat, and train.
-
E.
Grotte de Dargilan
Grotte de Dargilan is a large, richly decorated limestone cave in southern France renowned for its impressive stalactites, stalagmites, and colorful rock 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4aa9a1dcc81908bdb7b960765fde5 |
completed | March 1, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3a8bcc8819091c785ad953ddc54 |
completed | March 4, 2026, 3:14 a.m. |
| NEDg | Description generation | batch_69a7a42e814481908263b19c75f80c51 |
completed | March 4, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7a49cd1a88190906b6ab283ba6849 |
completed | March 4, 2026, 3:18 a.m. |
Created at: March 1, 2026, 7:37 p.m.