Triple

T18277552
Position Surface form Disambiguated ID Type / Status
Subject Gland E437776 entity
Predicate hasNearbyProtectedArea P855 FINISHED
Object Pro Natura Centre at Changins (near Gland)
The Pro Natura Centre at Changins near Gland is a Swiss nature conservation and environmental education center dedicated to protecting local biodiversity and promoting public awareness of natural habitats.
E1315238 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: Pro Natura Centre at Changins (near Gland) | Statement: [Gland, hasNearbyProtectedArea, Pro Natura Centre at Changins (near Gland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pro Natura Centre at Changins (near Gland)
Context triple: [Gland, hasNearbyProtectedArea, Pro Natura Centre at Changins (near Gland)]
  • A. Holstein Switzerland Nature Park
    Holstein Switzerland Nature Park is a scenic protected area in northern Germany known for its rolling hills, lakes, and diverse natural landscapes.
  • B. Natura 2000 site Vallée de la Dranse
    Natura 2000 site Vallée de la Dranse is a protected river valley area in France recognized for its rich biodiversity and conservation of important habitats and species along the Dranse River.
  • C. Swiss Parks Network
    The Swiss Parks Network is a national association that coordinates and supports Switzerland’s parks of national importance, promoting nature conservation, sustainable regional development, and environmental education.
  • D. Naturama Aargau
    Naturama Aargau is a natural history museum in the Swiss canton of Aargau that presents regional nature, wildlife, and environmental themes through interactive exhibits and educational programs.
  • E. Jura Vaudois Nature Park
    Jura Vaudois Nature Park is a protected Swiss regional nature park in the Jura Mountains, known for its forested landscapes, pastures, and traditional rural 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: Pro Natura Centre at Changins (near Gland)
Triple: [Gland, hasNearbyProtectedArea, Pro Natura Centre at Changins (near Gland)]
Generated description
The Pro Natura Centre at Changins near Gland is a Swiss nature conservation and environmental education center dedicated to protecting local biodiversity and promoting public awareness of natural habitats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pro Natura Centre at Changins (near Gland)
Target entity description: The Pro Natura Centre at Changins near Gland is a Swiss nature conservation and environmental education center dedicated to protecting local biodiversity and promoting public awareness of natural habitats.
  • A. Holstein Switzerland Nature Park
    Holstein Switzerland Nature Park is a scenic protected area in northern Germany known for its rolling hills, lakes, and diverse natural landscapes.
  • B. Natura 2000 site Vallée de la Dranse
    Natura 2000 site Vallée de la Dranse is a protected river valley area in France recognized for its rich biodiversity and conservation of important habitats and species along the Dranse River.
  • C. Swiss Parks Network
    The Swiss Parks Network is a national association that coordinates and supports Switzerland’s parks of national importance, promoting nature conservation, sustainable regional development, and environmental education.
  • D. Naturama Aargau
    Naturama Aargau is a natural history museum in the Swiss canton of Aargau that presents regional nature, wildlife, and environmental themes through interactive exhibits and educational programs.
  • E. Jura Vaudois Nature Park
    Jura Vaudois Nature Park is a protected Swiss regional nature park in the Jura Mountains, known for its forested landscapes, pastures, and traditional rural 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_69d8b914530c8190b4474d862a2b2a1b completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50053cc808190b46a3ec9d96936fe completed April 19, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3fdff648190a738adf86d8d470b completed May 12, 2026, 11:13 p.m.
NEDg Description generation batch_6a03b4bb6ae48190a68c2a3314f0d3ba completed May 12, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_6a03b56958a0819088613a9726c71819 completed May 12, 2026, 11:19 p.m.
Created at: April 10, 2026, 10:34 a.m.