Triple
T1021807
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Risk Management Agency |
E22054
|
entity |
| Predicate | subsidiaryProgram |
P23334
|
FINISHED |
| Object |
Federal Crop Insurance Program
The Federal Crop Insurance Program is a U.S. government-backed insurance initiative that helps farmers manage financial risks from crop losses due to natural disasters and market fluctuations.
|
E23841
|
NE FINISHED |
How this triple was built (5 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: Federal Crop Insurance Program | Statement: [Risk Management Agency, subsidiaryProgram, Federal Crop Insurance Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Crop Insurance Program Context triple: [Risk Management Agency, subsidiaryProgram, Federal Crop Insurance Program]
-
A.
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.
-
B.
National Flood Insurance Program
The National Flood Insurance Program is a U.S. government initiative that provides flood insurance to property owners and encourages communities to adopt and enforce floodplain management regulations to reduce flood risk.
-
C.
Conservation Reserve Program
The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
-
D.
Farm Aid
Farm Aid is an annual benefit concert and nonprofit organization dedicated to supporting family farmers and promoting a sustainable food system in the United States.
-
E.
Commodity Credit Corporation
The Commodity Credit Corporation is a U.S. government-owned entity within the Department of Agriculture that finances and supports farm income, price stability, and agricultural commodity programs.
- 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: Federal Crop Insurance Program Triple: [Risk Management Agency, subsidiaryProgram, Federal Crop Insurance Program]
Generated description
The Federal Crop Insurance Program is a U.S. government-backed insurance initiative that helps farmers manage financial risks from crop losses due to natural disasters and market fluctuations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal Crop Insurance Program Target entity description: The Federal Crop Insurance Program is a U.S. government-backed insurance initiative that helps farmers manage financial risks from crop losses due to natural disasters and market fluctuations.
-
A.
United States federal farm programs
chosen
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.
-
B.
National Flood Insurance Program
The National Flood Insurance Program is a U.S. government initiative that provides flood insurance to property owners and encourages communities to adopt and enforce floodplain management regulations to reduce flood risk.
-
C.
Conservation Reserve Program
The Conservation Reserve Program is a U.S. federal land conservation initiative that pays farmers and landowners to remove environmentally sensitive land from agricultural production and restore it with conservation practices.
-
D.
Farm Aid
Farm Aid is an annual benefit concert and nonprofit organization dedicated to supporting family farmers and promoting a sustainable food system in the United States.
-
E.
Commodity Credit Corporation
The Commodity Credit Corporation is a U.S. government-owned entity within the Department of Agriculture that finances and supports farm income, price stability, and agricultural commodity programs.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: subsidiaryProgram Context triple: [Risk Management Agency, subsidiaryProgram, Federal Crop Insurance Program]
-
A.
establishedProgram
Indicates that an entity has created and put into operation a formal program that is now in an active, ongoing state.
-
B.
subsidiaryUnit
Indicates that one organizational unit functions as a subordinate or dependent division of another, higher-level unit.
-
C.
offersProgramsIn
Indicates that an institution or provider makes educational or training programs available in a particular field, subject, or area.
-
D.
grantProgram
Indicates that an entity administers or is associated with a structured grant-based funding program.
-
E.
nationalProgram
Indicates that an entity is part of, associated with, or designated as a program organized or administered at the national level.
- F. None of above. chosen
Provenance (7 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7dead9c8190a0f8d4ef48e6c809 |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bb63f14819098f5e32af3b98508 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3de4fbb88190855cf92af51fe70b |
completed | March 7, 2026, 3:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3e45d9e88190bc88d037c00c3ecc |
completed | March 7, 2026, 3:03 p.m. |
| PD | Predicate disambiguation | batch_69a4b724c7908190a5b92a57fbdbff4e |
completed | March 1, 2026, 10:01 p.m. |
| PDg | Predicate description generation | batch_69a4b7bd3d50819091e6f1d2ffe4c7ee |
completed | March 1, 2026, 10:03 p.m. |
Created at: March 1, 2026, 7:41 p.m.