Triple

T22460253
Position Surface form Disambiguated ID Type / Status
Subject National Parks Board of Singapore E555209 entity
Predicate hasProgramme P6928 FINISHED
Object Nature Ways programme — NE NERFINISHED

How this triple was built (3 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: Nature Ways programme | Statement: [National Parks Board of Singapore, hasProgramme, Nature Ways programme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nature Ways programme
Context triple: [National Parks Board of Singapore, hasProgramme, Nature Ways programme]
  • A. Master Naturalist program
    The Master Naturalist program is a volunteer training and certification initiative that educates participants in local ecology and conservation so they can support natural resource management and environmental education in their communities.
  • B. Rivers, Trails, and Conservation Assistance Program
    The Rivers, Trails, and Conservation Assistance Program is a National Park Service community partnership program that helps local groups plan, protect, and enhance rivers, trails, greenways, and other outdoor recreation and conservation projects.
  • C. Greenways Conservation Area
    Greenways Conservation Area is a protected natural open space in Wayland, Massachusetts, offering trails and habitat conservation along the Sudbury River corridor.
  • D. Camas outdoor centre programme
    The Camas outdoor centre programme is a retreat and activity initiative on the Isle of Mull that offers community living, environmental education, and outdoor experiences inspired by the values of the Iona Community.
  • E. LIFE Nature and Biodiversity
    LIFE Nature and Biodiversity is a funding sub-programme of the EU’s LIFE programme that supports projects aimed at protecting, restoring, and enhancing Europe’s natural habitats and species.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nature Ways programme
Target entity description: The Nature Ways programme is a Singapore initiative that creates ecological corridors of native trees and plants to connect green spaces, enhance urban biodiversity, and provide nature-based recreational routes for the public.
  • A. Master Naturalist program
    The Master Naturalist program is a volunteer training and certification initiative that educates participants in local ecology and conservation so they can support natural resource management and environmental education in their communities.
  • B. Rivers, Trails, and Conservation Assistance Program
    The Rivers, Trails, and Conservation Assistance Program is a National Park Service community partnership program that helps local groups plan, protect, and enhance rivers, trails, greenways, and other outdoor recreation and conservation projects.
  • C. Greenways Conservation Area
    Greenways Conservation Area is a protected natural open space in Wayland, Massachusetts, offering trails and habitat conservation along the Sudbury River corridor.
  • D. Camas outdoor centre programme
    The Camas outdoor centre programme is a retreat and activity initiative on the Isle of Mull that offers community living, environmental education, and outdoor experiences inspired by the values of the Iona Community.
  • E. LIFE Nature and Biodiversity
    LIFE Nature and Biodiversity is a funding sub-programme of the EU’s LIFE programme that supports projects aimed at protecting, restoring, and enhancing Europe’s natural habitats and species.
  • F. None of above. chosen

Provenance (2 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_69e11e51fdec8190adfdf9f8a6362221 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b7eb5688190bd5e41d4d8189668 completed April 29, 2026, 1:14 a.m.
Created at: April 16, 2026, 8:48 p.m.