Triple

T4431018
Position Surface form Disambiguated ID Type / Status
Subject Val d'Allier National Nature Reserve E95327 entity
Predicate isPartOfNetwork P840 FINISHED
Object French national nature reserves network
The French national nature reserves network is a nationwide system of protected areas in France dedicated to conserving biodiversity, habitats, and natural heritage under strict legal protection.
E440046 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: French national nature reserves network | Statement: [Val d'Allier National Nature Reserve, isPartOfNetwork, French national nature reserves network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French national nature reserves network
Context triple: [Val d'Allier National Nature Reserve, isPartOfNetwork, French national nature reserves network]
  • A. Val d'Allier National Nature Reserve
    Val d'Allier National Nature Reserve is a protected natural area in central France renowned for its dynamic river landscapes, rich biodiversity, and important habitats for migratory birds along the Allier River.
  • B. Natura 2000 network
    The Natura 2000 network is a European Union–wide system of protected areas aimed at conserving threatened habitats and species across member states.
  • C. Parc naturel régional Oise-Pays de France
    Parc naturel régional Oise-Pays de France is a protected regional natural park in northern France known for its forests, wetlands, and cultural landscapes near the Paris metropolitan area.
  • D. Fédération des Parcs naturels régionaux de France
    The Fédération des Parcs naturels régionaux de France is the national umbrella organization that coordinates, represents, and supports all regional natural parks across France in their missions of environmental protection, sustainable development, and heritage conservation.
  • E. Parc naturel régional de Lorraine
    Parc naturel régional de Lorraine is a protected regional natural park in northeastern France known for its diverse wetlands, forests, and traditional rural landscapes that support rich biodiversity and cultural heritage.
  • 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: French national nature reserves network
Triple: [Val d'Allier National Nature Reserve, isPartOfNetwork, French national nature reserves network]
Generated description
The French national nature reserves network is a nationwide system of protected areas in France dedicated to conserving biodiversity, habitats, and natural heritage under strict legal protection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French national nature reserves network
Target entity description: The French national nature reserves network is a nationwide system of protected areas in France dedicated to conserving biodiversity, habitats, and natural heritage under strict legal protection.
  • A. Val d'Allier National Nature Reserve
    Val d'Allier National Nature Reserve is a protected natural area in central France renowned for its dynamic river landscapes, rich biodiversity, and important habitats for migratory birds along the Allier River.
  • B. Natura 2000 network
    The Natura 2000 network is a European Union–wide system of protected areas aimed at conserving threatened habitats and species across member states.
  • C. Parc naturel régional Oise-Pays de France
    Parc naturel régional Oise-Pays de France is a protected regional natural park in northern France known for its forests, wetlands, and cultural landscapes near the Paris metropolitan area.
  • D. Fédération des Parcs naturels régionaux de France
    The Fédération des Parcs naturels régionaux de France is the national umbrella organization that coordinates, represents, and supports all regional natural parks across France in their missions of environmental protection, sustainable development, and heritage conservation.
  • E. Parc naturel régional de Lorraine
    Parc naturel régional de Lorraine is a protected regional natural park in northeastern France known for its diverse wetlands, forests, and traditional rural landscapes that support rich biodiversity and cultural heritage.
  • 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_69b3453c2a0c8190926b574c90766db9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3556b71448190a3fab938853f8b87 completed March 13, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6136f350c81908d00eff850951ab0 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b61439a86c8190849c5af718ddc647 completed March 15, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69b614d6106c81908a601f540622f934 completed March 15, 2026, 2:09 a.m.
Created at: March 12, 2026, 11:31 p.m.