Triple

T8173606
Position Surface form Disambiguated ID Type / Status
Subject National Audubon Society E190884 entity
Predicate hasProgram P178 FINISHED
Object Audubon Climate Initiative
The Audubon Climate Initiative is a conservation program focused on addressing climate change impacts on birds and their habitats through science, advocacy, and public engagement.
 E190884 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: Audubon Climate Initiative | Statement: [National Audubon Society, hasProgram, Audubon Climate Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Audubon Climate Initiative
Context triple: [National Audubon Society, hasProgram, Audubon Climate Initiative]
  • A. National Audubon Society
    The National Audubon Society is a leading American nonprofit conservation organization dedicated to protecting birds and their habitats through science, advocacy, and public engagement.
  • B. Mass Audubon wildlife sanctuary network
    The Mass Audubon wildlife sanctuary network is a statewide system of protected natural areas and educational centers in Massachusetts dedicated to conservation, environmental education, and wildlife habitat protection.
  • C. Migratory Bird Program
    The Migratory Bird Program is a U.S. federal conservation initiative focused on protecting, managing, and researching migratory bird populations and their habitats across North America.
  • D. Ornithological Council
    The Ornithological Council is a consortium of scientific societies that promotes the study and conservation of birds and advocates for sound ornithological research policy.
  • E. Mass Audubon
    Mass Audubon is a leading Massachusetts-based nonprofit conservation organization dedicated to protecting wildlife and natural habitats while providing environmental education and outdoor experiences to the public.
  • 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: Audubon Climate Initiative
Triple: [National Audubon Society, hasProgram, Audubon Climate Initiative]
Generated description
The Audubon Climate Initiative is a conservation program focused on addressing climate change impacts on birds and their habitats through science, advocacy, and public engagement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Audubon Climate Initiative
Target entity description: The Audubon Climate Initiative is a conservation program focused on addressing climate change impacts on birds and their habitats through science, advocacy, and public engagement.
  • A. National Audubon Society chosen
    The National Audubon Society is a leading American nonprofit conservation organization dedicated to protecting birds and their habitats through science, advocacy, and public engagement.
  • B. Mass Audubon wildlife sanctuary network
    The Mass Audubon wildlife sanctuary network is a statewide system of protected natural areas and educational centers in Massachusetts dedicated to conservation, environmental education, and wildlife habitat protection.
  • C. Migratory Bird Program
    The Migratory Bird Program is a U.S. federal conservation initiative focused on protecting, managing, and researching migratory bird populations and their habitats across North America.
  • D. Ornithological Council
    The Ornithological Council is a consortium of scientific societies that promotes the study and conservation of birds and advocates for sound ornithological research policy.
  • E. Mass Audubon
    Mass Audubon is a leading Massachusetts-based nonprofit conservation organization dedicated to protecting wildlife and natural habitats while providing environmental education and outdoor experiences to the public.
  • F. None of above.

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_69ca82c1c0a08190bf8692b4d91a03ca completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb48092b348190a37cb3746a434094 completed March 31, 2026, 4:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf65ed508190abb60f9189f43e5c completed April 1, 2026, 6:47 a.m.
NEDg Description generation batch_69ccc312a8608190b899394752ef375f completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd84893488190ae5376524650d5c4 completed April 1, 2026, 8:33 a.m.
Created at: March 30, 2026, 5:39 p.m.