Triple
T1039222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agricultural Research Service |
E22432
|
entity |
| Predicate | hasResearchProgram |
P3
|
FINISHED |
| Object |
National Programs in Crop Production and Protection
National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
|
E120158
|
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: National Programs in Crop Production and Protection | Statement: [Agricultural Research Service, hasResearchProgram, National Programs in Crop Production and Protection]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Programs in Crop Production and Protection Context triple: [Agricultural Research Service, hasResearchProgram, National Programs in Crop Production and Protection]
-
A.
Technical Committees of FAO
The Technical Committees of FAO are specialized intergovernmental bodies that provide expert policy and technical guidance on key food, agriculture, fisheries, forestry, and related natural resource issues to support the work of the Food and Agriculture Organization.
-
B.
International agricultural yearbook
The International agricultural yearbook is a reference publication compiling global agricultural statistics, trends, and analyses produced under the auspices of the International Institute of Agriculture.
-
C.
Bulletin of agricultural statistics
Bulletin of agricultural statistics was a periodical publication providing statistical data and analysis on global agricultural production, trade, and related economic indicators.
-
D.
United States federal farm programs
United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
-
E.
center for rural reconstruction experiments
The center for rural reconstruction experiments at Sevagram Ashram was a Gandhian hub for testing and demonstrating practical methods of village upliftment, self-sufficiency, and social reform in rural India.
- 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: National Programs in Crop Production and Protection Triple: [Agricultural Research Service, hasResearchProgram, National Programs in Crop Production and Protection]
Generated description
National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Programs in Crop Production and Protection Target entity description: National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
-
A.
Technical Committees of FAO
The Technical Committees of FAO are specialized intergovernmental bodies that provide expert policy and technical guidance on key food, agriculture, fisheries, forestry, and related natural resource issues to support the work of the Food and Agriculture Organization.
-
B.
International agricultural yearbook
The International agricultural yearbook is a reference publication compiling global agricultural statistics, trends, and analyses produced under the auspices of the International Institute of Agriculture.
-
C.
Bulletin of agricultural statistics
Bulletin of agricultural statistics was a periodical publication providing statistical data and analysis on global agricultural production, trade, and related economic indicators.
-
D.
United States federal farm programs
United States federal farm programs are government initiatives that provide financial support, risk management, and regulatory frameworks to stabilize agricultural markets, support farm incomes, and ensure a reliable food supply.
-
E.
center for rural reconstruction experiments
The center for rural reconstruction experiments at Sevagram Ashram was a Gandhian hub for testing and demonstrating practical methods of village upliftment, self-sufficiency, and social reform in rural India.
- 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_69a493d91478819094cc01fb65564bc1 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b82c69c8819082a71e810be34729 |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bc58d8c8190b9dc7a4bc986abcb |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3cf534008190a034d71c90f35efd |
completed | March 7, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3d61a0c48190b619b3049df33512 |
completed | March 7, 2026, 2:59 p.m. |
Created at: March 1, 2026, 7:41 p.m.