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.