Triple
T717536
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Occitanie |
E14341
|
entity |
| Predicate | hasNotableCave |
P10755
|
FINISHED |
| Object |
Grotte de Niaux
Grotte de Niaux is a famous prehistoric cave in southwestern France renowned for its well-preserved Paleolithic cave paintings.
|
E85363
|
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: Grotte de Niaux | Statement: [Occitanie, hasNotableCave, Grotte de Niaux]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grotte de Niaux Context triple: [Occitanie, hasNotableCave, Grotte de Niaux]
-
A.
Benagil Cave
Benagil Cave is a famous seaside grotto in Portugal known for its dramatic domed ceiling, natural skylight, and golden-sand beach accessible mainly by boat or kayak.
-
B.
Uplistsikhe cave city
Uplistsikhe cave city is an ancient rock-hewn town in eastern Georgia, notable for its complex of caves, tunnels, and structures carved into a cliff above the Mtkvari River.
-
C.
Ħal Saflieni Hypogeum
Ħal Saflieni Hypogeum is an underground prehistoric burial complex in Paola, Malta, renowned for its intricate rock-cut chambers and exceptional archaeological significance.
-
D.
Dent du Géant
Dent du Géant is a striking granite peak in the Mont Blanc massif of the Alps, renowned among climbers for its distinctive tooth-like shape and challenging ascents.
-
E.
Cave of the Winds
Cave of the Winds is a popular Niagara Falls attraction where visitors can walk on wooden platforms at the base of Bridal Veil Falls to experience the power of the rushing water up close.
- 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 Niaux Triple: [Occitanie, hasNotableCave, Grotte de Niaux]
Generated description
Grotte de Niaux is a famous prehistoric cave in southwestern France renowned for its well-preserved Paleolithic cave paintings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grotte de Niaux Target entity description: Grotte de Niaux is a famous prehistoric cave in southwestern France renowned for its well-preserved Paleolithic cave paintings.
-
A.
Benagil Cave
Benagil Cave is a famous seaside grotto in Portugal known for its dramatic domed ceiling, natural skylight, and golden-sand beach accessible mainly by boat or kayak.
-
B.
Uplistsikhe cave city
Uplistsikhe cave city is an ancient rock-hewn town in eastern Georgia, notable for its complex of caves, tunnels, and structures carved into a cliff above the Mtkvari River.
-
C.
Ħal Saflieni Hypogeum
Ħal Saflieni Hypogeum is an underground prehistoric burial complex in Paola, Malta, renowned for its intricate rock-cut chambers and exceptional archaeological significance.
-
D.
Dent du Géant
Dent du Géant is a striking granite peak in the Mont Blanc massif of the Alps, renowned among climbers for its distinctive tooth-like shape and challenging ascents.
-
E.
Cave of the Winds
Cave of the Winds is a popular Niagara Falls attraction where visitors can walk on wooden platforms at the base of Bridal Veil Falls to experience the power of the rushing water up close.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNotableCave Context triple: [Occitanie, hasNotableCave, Grotte de Niaux]
-
A.
hasCaves
chosen
Indicates that one entity possesses, contains, or is characterized by the presence of caves.
-
B.
hasNotableExpedition
Indicates that an entity is associated with a significant or noteworthy expedition, journey, or exploratory mission.
-
C.
hasNotableFeature
Indicates that an entity possesses a specific characteristic, trait, or attribute that is considered significant or noteworthy.
-
D.
hasNotableHazard
Indicates that an entity is associated with a significant risk, danger, or harmful condition that is noteworthy or exceptional.
-
E.
notableCamp
Indicates that an entity is a camp that is notable or significant in some recognized way (e.g., historically, culturally, or by prominence).
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a577658881909c12951d63d96377 |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dcb77bc481909d79542001fafbd2 |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5de57bbec81908a5d1202299194f4 |
completed | March 2, 2026, 7 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a60952c6388190a23a178d695eec6e |
completed | March 2, 2026, 10:04 p.m. |
| PD | Predicate disambiguation | batch_69a4a4f38898819089d79bad4f4ff2d2 |
completed | March 1, 2026, 8:43 p.m. |
Created at: March 1, 2026, 7:37 p.m.