Triple
T175530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Department of Agriculture |
E3565
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Risk Management Agency
The Risk Management Agency is a U.S. federal body that administers crop insurance and other risk management programs to help farmers and ranchers manage agricultural production and financial risks.
|
E22054
|
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: Risk Management Agency | Statement: [United States Department of Agriculture, oversees, Risk Management Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Risk Management Agency Context triple: [United States Department of Agriculture, oversees, Risk Management Agency]
-
A.
Federal Emergency Management Agency
The Federal Emergency Management Agency (FEMA) is the U.S. government agency responsible for coordinating disaster preparedness, response, and recovery efforts nationwide.
-
B.
Division of Economic and Risk Analysis
The Division of Economic and Risk Analysis is the U.S. Securities and Exchange Commission’s unit responsible for providing economic, financial, and risk-based analysis to inform securities regulation and policy decisions.
-
C.
Cybersecurity and Infrastructure Security Agency
The Cybersecurity and Infrastructure Security Agency (CISA) is a U.S. federal agency responsible for enhancing the security, resilience, and reliability of the nation’s cybersecurity and critical infrastructure.
-
D.
Office of Management and Administration
The Office of Management and Administration is a component of the U.S. presidential staff structure that oversees internal operations, including administrative services, personnel, and organizational management within the Executive Office.
-
E.
Office for Emergency Management
The Office for Emergency Management was a World War II-era U.S. federal agency in the Executive Office of the President that coordinated national defense and emergency preparedness activities.
- 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: Risk Management Agency Triple: [United States Department of Agriculture, oversees, Risk Management Agency]
Generated description
The Risk Management Agency is a U.S. federal body that administers crop insurance and other risk management programs to help farmers and ranchers manage agricultural production and financial risks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Risk Management Agency Target entity description: The Risk Management Agency is a U.S. federal body that administers crop insurance and other risk management programs to help farmers and ranchers manage agricultural production and financial risks.
-
A.
Federal Emergency Management Agency
The Federal Emergency Management Agency (FEMA) is the U.S. government agency responsible for coordinating disaster preparedness, response, and recovery efforts nationwide.
-
B.
Division of Economic and Risk Analysis
The Division of Economic and Risk Analysis is the U.S. Securities and Exchange Commission’s unit responsible for providing economic, financial, and risk-based analysis to inform securities regulation and policy decisions.
-
C.
Cybersecurity and Infrastructure Security Agency
The Cybersecurity and Infrastructure Security Agency (CISA) is a U.S. federal agency responsible for enhancing the security, resilience, and reliability of the nation’s cybersecurity and critical infrastructure.
-
D.
Office of Management and Administration
The Office of Management and Administration is a component of the U.S. presidential staff structure that oversees internal operations, including administrative services, personnel, and organizational management within the Executive Office.
-
E.
Office for Emergency Management
The Office for Emergency Management was a World War II-era U.S. federal agency in the Executive Office of the President that coordinated national defense and emergency preparedness activities.
- 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_69a25374990081909766d30c79a18e0e |
completed | Feb. 28, 2026, 2:31 a.m. |
| NER | Named-entity recognition | batch_69a258e497788190aeb61d981efb4d1d |
completed | Feb. 28, 2026, 2:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2eb7babec8190a1c1a6bcc94605ef |
completed | Feb. 28, 2026, 1:19 p.m. |
| NEDg | Description generation | batch_69a2ec72092c8190bcc1efa7c0644560 |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2ecba99cc8190a85dd5e9c531a6e3 |
completed | Feb. 28, 2026, 1:25 p.m. |
Created at: Feb. 28, 2026, 2:39 a.m.