Triple
T4343576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CFS |
E97844
|
entity |
| Predicate | worksOn |
P3
|
FINISHED |
| Object |
Principles for Responsible Investment in Agriculture and Food Systems
The Principles for Responsible Investment in Agriculture and Food Systems are a set of globally endorsed guidelines aimed at ensuring that agricultural and food system investments contribute to food security, sustainable development, and the protection of human rights and the environment.
|
E433989
|
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: Principles for Responsible Investment in Agriculture and Food Systems | Statement: [CFS, worksOn, Principles for Responsible Investment in Agriculture and Food Systems]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principles for Responsible Investment in Agriculture and Food Systems Context triple: [CFS, worksOn, Principles for Responsible Investment in Agriculture and Food Systems]
-
A.
Organic Agriculture Research and Extension Initiative
The Organic Agriculture Research and Extension Initiative is a U.S. federal grant program that funds research, education, and outreach to improve and expand organic farming systems.
-
B.
The Economics of Biodiversity: The Dasgupta Review
The Economics of Biodiversity: The Dasgupta Review is a landmark UK-commissioned report that applies economic analysis to demonstrate the dependence of human prosperity on nature and to propose reforms for integrating biodiversity and natural capital into economic decision-making.
-
C.
APEC Policy Partnership on Food Security
The APEC Policy Partnership on Food Security is a public–private forum within APEC that works to enhance regional food security by promoting sustainable, resilient, and inclusive food systems and trade across member economies.
-
D.
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.
-
E.
FAO Strategic Framework
The FAO Strategic Framework is the overarching long-term plan that guides the Food and Agriculture Organization’s priorities, objectives, and resource allocation to support sustainable agriculture, food security, and rural development worldwide.
- 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: Principles for Responsible Investment in Agriculture and Food Systems Triple: [CFS, worksOn, Principles for Responsible Investment in Agriculture and Food Systems]
Generated description
The Principles for Responsible Investment in Agriculture and Food Systems are a set of globally endorsed guidelines aimed at ensuring that agricultural and food system investments contribute to food security, sustainable development, and the protection of human rights and the environment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Principles for Responsible Investment in Agriculture and Food Systems Target entity description: The Principles for Responsible Investment in Agriculture and Food Systems are a set of globally endorsed guidelines aimed at ensuring that agricultural and food system investments contribute to food security, sustainable development, and the protection of human rights and the environment.
-
A.
Organic Agriculture Research and Extension Initiative
The Organic Agriculture Research and Extension Initiative is a U.S. federal grant program that funds research, education, and outreach to improve and expand organic farming systems.
-
B.
The Economics of Biodiversity: The Dasgupta Review
The Economics of Biodiversity: The Dasgupta Review is a landmark UK-commissioned report that applies economic analysis to demonstrate the dependence of human prosperity on nature and to propose reforms for integrating biodiversity and natural capital into economic decision-making.
-
C.
APEC Policy Partnership on Food Security
The APEC Policy Partnership on Food Security is a public–private forum within APEC that works to enhance regional food security by promoting sustainable, resilient, and inclusive food systems and trade across member economies.
-
D.
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.
-
E.
FAO Strategic Framework
The FAO Strategic Framework is the overarching long-term plan that guides the Food and Agriculture Organization’s priorities, objectives, and resource allocation to support sustainable agriculture, food security, and rural development worldwide.
- 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_69b34548402c819085ab68b27c235a87 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35188e71c8190a3e82fa8d959de94 |
completed | March 12, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dba2b49c81909b7bf87672d71611 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5df98cf5481909dac60a952fab0a9 |
completed | March 14, 2026, 10:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e01c65648190a34a86dd5a2c8fc8 |
completed | March 14, 2026, 10:24 p.m. |
Created at: March 12, 2026, 11:14 p.m.