Triple

T1953611
Position Surface form Disambiguated ID Type / Status
Subject World Resources Institute E42212 entity
Predicate hasProgram P178 FINISHED
Object Food, Forests and Water Program
The Food, Forests and Water Program is a World Resources Institute initiative focused on promoting sustainable land use, protecting forests and water resources, and improving food security in the face of climate and development challenges.
E218317 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: Food, Forests and Water Program | Statement: [World Resources Institute, hasProgram, Food, Forests and Water Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Food, Forests and Water Program
Context triple: [World Resources Institute, hasProgram, Food, Forests and Water Program]
  • A. National Programs in Natural Resources and Sustainable Agricultural Systems
    National Programs in Natural Resources and Sustainable Agricultural Systems is a U.S. Agricultural Research Service research portfolio focused on conserving natural resources and advancing sustainable agricultural production systems.
  • B. World Forestry Center
    The World Forestry Center is a nonprofit museum and educational institution in Portland, Oregon, dedicated to global forestry, conservation, and sustainable management of forest resources.
  • C. Office of Ecosystem Projects
    The Office of Ecosystem Projects is a division within Florida’s environmental agency that oversees and coordinates large-scale ecosystem restoration and protection initiatives across the state.
  • D. Ecological Services Program
    The Ecological Services Program is a U.S. Fish and Wildlife Service initiative that conserves and restores habitats, protects endangered species, and guides environmental planning and permitting to balance development with ecosystem health.
  • E. Agricultural Conservation Easement Program
    The Agricultural Conservation Easement Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to help landowners conserve agricultural lands and wetlands through long-term or permanent easements.
  • 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: Food, Forests and Water Program
Triple: [World Resources Institute, hasProgram, Food, Forests and Water Program]
Generated description
The Food, Forests and Water Program is a World Resources Institute initiative focused on promoting sustainable land use, protecting forests and water resources, and improving food security in the face of climate and development challenges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Food, Forests and Water Program
Target entity description: The Food, Forests and Water Program is a World Resources Institute initiative focused on promoting sustainable land use, protecting forests and water resources, and improving food security in the face of climate and development challenges.
  • A. National Programs in Natural Resources and Sustainable Agricultural Systems
    National Programs in Natural Resources and Sustainable Agricultural Systems is a U.S. Agricultural Research Service research portfolio focused on conserving natural resources and advancing sustainable agricultural production systems.
  • B. World Forestry Center
    The World Forestry Center is a nonprofit museum and educational institution in Portland, Oregon, dedicated to global forestry, conservation, and sustainable management of forest resources.
  • C. Office of Ecosystem Projects
    The Office of Ecosystem Projects is a division within Florida’s environmental agency that oversees and coordinates large-scale ecosystem restoration and protection initiatives across the state.
  • D. Ecological Services Program
    The Ecological Services Program is a U.S. Fish and Wildlife Service initiative that conserves and restores habitats, protects endangered species, and guides environmental planning and permitting to balance development with ecosystem health.
  • E. Agricultural Conservation Easement Program
    The Agricultural Conservation Easement Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to help landowners conserve agricultural lands and wetlands through long-term or permanent easements.
  • 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_69a8870eea088190a38781990812a9bc completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb351c148819080173c09876e814a completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc8146c819084d3dc3b16efb123 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6bd8e08190a065a89ab3412126 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfcee414c8190b1a0574f6bd55602 completed March 8, 2026, 10:49 p.m.
Created at: March 4, 2026, 7:36 p.m.