Triple

T3827613
Position Surface form Disambiguated ID Type / Status
Subject Grotte de Clamouse E88727 entity
Predicate partOf P40 FINISHED
Object Hérault valley
The Hérault valley is a scenic river valley in southern France known for its dramatic gorges, limestone caves, vineyards, and picturesque medieval villages.
 E398050 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: Hérault valley | Statement: [Grotte de Clamouse, partOf, Hérault valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hérault valley
Context triple: [Grotte de Clamouse, partOf, Hérault valley]
  • A. Vézère Valley
    The Vézère Valley is a region in southwestern France renowned for its exceptionally rich concentration of prehistoric cave art and archaeological sites, including the famous Lascaux Cave.
  • B. Vallée du Tarn
    Vallée du Tarn is a scenic river valley in southern France known for its dramatic gorges, medieval villages, and outdoor recreation such as kayaking and hiking.
  • C. Ariège
    Ariège is a river in southwestern France that flows through the Pyrenees before joining the Garonne.
  • D. Ariège
    Ariège is a department in southwestern France, known for its Pyrenean landscapes, medieval castles, and rich Occitan culture.
  • E. Val d’Ain
    Val d’Ain is the valley region shaped by the Ain River, known for its scenic landscapes and natural waterways in eastern France.
  • 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: Hérault valley
Triple: [Grotte de Clamouse, partOf, Hérault valley]
Generated description
The Hérault valley is a scenic river valley in southern France known for its dramatic gorges, limestone caves, vineyards, and picturesque medieval villages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hérault valley
Target entity description: The Hérault valley is a scenic river valley in southern France known for its dramatic gorges, limestone caves, vineyards, and picturesque medieval villages.
  • A. Vézère Valley
    The Vézère Valley is a region in southwestern France renowned for its exceptionally rich concentration of prehistoric cave art and archaeological sites, including the famous Lascaux Cave.
  • B. Vallée du Tarn
    Vallée du Tarn is a scenic river valley in southern France known for its dramatic gorges, medieval villages, and outdoor recreation such as kayaking and hiking.
  • C. Ariège
    Ariège is a river in southwestern France that flows through the Pyrenees before joining the Garonne.
  • D. Ariège
    Ariège is a department in southwestern France, known for its Pyrenean landscapes, medieval castles, and rich Occitan culture.
  • E. Val d’Ain
    Val d’Ain is the valley region shaped by the Ain River, known for its scenic landscapes and natural waterways in eastern France.
  • 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_69aed9538cf881909d9ce8ca4ac7c18c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb66c0bc819084d9a9fe32e8433a completed March 9, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51c732504819087ccfd22ac6ab1c8 completed March 14, 2026, 8:29 a.m.
NEDg Description generation batch_69b51d3187a881908327fc981e31b7c9 completed March 14, 2026, 8:32 a.m.
NED2 Entity disambiguation (via description) batch_69b51d93ad20819099e2797806b278b9 completed March 14, 2026, 8:34 a.m.
Created at: March 9, 2026, 3:17 p.m.