Triple
T16177373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gorges de l’Hérault |
E392597
|
entity |
| Predicate | hasProtectedAreas |
P855
|
FINISHED |
| Object |
Natura 2000 site (Hérault gorges and valley)
Natura 2000 site (Hérault gorges and valley) is a protected European conservation area in southern France that safeguards the unique landscapes, habitats, and biodiversity of the Hérault River’s gorges and surrounding valley.
|
E1199834
|
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: Natura 2000 site (Hérault gorges and valley) | Statement: [Gorges de l’Hérault, hasProtectedAreas, Natura 2000 site (Hérault gorges and valley)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natura 2000 site (Hérault gorges and valley) Context triple: [Gorges de l’Hérault, hasProtectedAreas, Natura 2000 site (Hérault gorges and valley)]
-
A.
Regional Natural Park of Haut-Languedoc
The Regional Natural Park of Haut-Languedoc is a protected mountainous and forested area in southern France known for its rich biodiversity, traditional rural landscapes, and outdoor recreation opportunities.
-
B.
Gorges du Gardon Biosphere Reserve
Gorges du Gardon Biosphere Reserve is a UNESCO-designated protected landscape in southern France, renowned for its dramatic limestone gorges, Mediterranean biodiversity, and cultural heritage sites such as the nearby Pont du Gard.
-
C.
Ardèche Gorges Nature Reserve
Ardèche Gorges Nature Reserve is a protected natural area in southern France renowned for its dramatic limestone canyons, scenic river landscapes, and outdoor recreation opportunities such as canoeing and hiking.
-
D.
Regional Natural Park of Causses du Quercy
The Regional Natural Park of Causses du Quercy is a protected limestone plateau landscape in southwestern France, renowned for its dramatic cliffs, caves, and rich biodiversity, as well as its traditional rural heritage.
-
E.
Parc naturel régional des Monts d’Ardèche
Parc naturel régional des Monts d’Ardèche is a protected regional natural park in southeastern France known for its volcanic landscapes, chestnut groves, and traditional rural villages.
- 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: Natura 2000 site (Hérault gorges and valley) Triple: [Gorges de l’Hérault, hasProtectedAreas, Natura 2000 site (Hérault gorges and valley)]
Generated description
Natura 2000 site (Hérault gorges and valley) is a protected European conservation area in southern France that safeguards the unique landscapes, habitats, and biodiversity of the Hérault River’s gorges and surrounding valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natura 2000 site (Hérault gorges and valley) Target entity description: Natura 2000 site (Hérault gorges and valley) is a protected European conservation area in southern France that safeguards the unique landscapes, habitats, and biodiversity of the Hérault River’s gorges and surrounding valley.
-
A.
Regional Natural Park of Haut-Languedoc
The Regional Natural Park of Haut-Languedoc is a protected mountainous and forested area in southern France known for its rich biodiversity, traditional rural landscapes, and outdoor recreation opportunities.
-
B.
Gorges du Gardon Biosphere Reserve
Gorges du Gardon Biosphere Reserve is a UNESCO-designated protected landscape in southern France, renowned for its dramatic limestone gorges, Mediterranean biodiversity, and cultural heritage sites such as the nearby Pont du Gard.
-
C.
Ardèche Gorges Nature Reserve
Ardèche Gorges Nature Reserve is a protected natural area in southern France renowned for its dramatic limestone canyons, scenic river landscapes, and outdoor recreation opportunities such as canoeing and hiking.
-
D.
Regional Natural Park of Causses du Quercy
The Regional Natural Park of Causses du Quercy is a protected limestone plateau landscape in southwestern France, renowned for its dramatic cliffs, caves, and rich biodiversity, as well as its traditional rural heritage.
-
E.
Parc naturel régional des Monts d’Ardèche
Parc naturel régional des Monts d’Ardèche is a protected regional natural park in southeastern France known for its volcanic landscapes, chestnut groves, and traditional rural villages.
- 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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e22059e7048190b4592cb1516b5f8d |
completed | April 17, 2026, 11:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fffefe4dc08190a6cc43a448ae6554 |
completed | May 10, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_6a0000a8a74c8190925c4140cf4a8520 |
completed | May 10, 2026, 3:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0004ceda8c8190a358f58f76116a7f |
completed | May 10, 2026, 4:08 a.m. |
Created at: April 10, 2026, 5:02 a.m.