Triple

T20794711
Position Surface form Disambiguated ID Type / Status
Subject Area Risk Protection Insurance E511880 entity
Predicate governingAgency P2886 FINISHED
Object USDA Risk Management Agency
The USDA Risk Management Agency is a U.S. Department of Agriculture agency responsible for overseeing federal crop insurance programs and helping farmers manage agricultural production risks.
E1451337 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: USDA Risk Management Agency | Statement: [Area Risk Protection Insurance, governingAgency, USDA Risk Management Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USDA Risk Management Agency
Context triple: [Area Risk Protection Insurance, governingAgency, USDA Risk Management Agency]
  • A. Agricultural Marketing Service
    The Agricultural Marketing Service is a U.S. Department of Agriculture agency responsible for facilitating the efficient, fair marketing of agricultural products through grading, standards, market news, and related programs.
  • B. United States Department of Agriculture
    The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
  • C. 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.
  • D. Office of Inspector General of USDA
    The Office of Inspector General of USDA is an independent oversight body within the U.S. Department of Agriculture that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to ensure integrity in the department’s programs and operations.
  • E. Federal Farm Board
    The Federal Farm Board was a U.S. government agency created in 1929 to stabilize agricultural prices and support farmers through cooperative marketing and price-support operations during the early years of the Great Depression.
  • 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: USDA Risk Management Agency
Triple: [Area Risk Protection Insurance, governingAgency, USDA Risk Management Agency]
Generated description
The USDA Risk Management Agency is a U.S. Department of Agriculture agency responsible for overseeing federal crop insurance programs and helping farmers manage agricultural production risks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USDA Risk Management Agency
Target entity description: The USDA Risk Management Agency is a U.S. Department of Agriculture agency responsible for overseeing federal crop insurance programs and helping farmers manage agricultural production risks.
  • A. Agricultural Marketing Service
    The Agricultural Marketing Service is a U.S. Department of Agriculture agency responsible for facilitating the efficient, fair marketing of agricultural products through grading, standards, market news, and related programs.
  • B. United States Department of Agriculture
    The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
  • C. 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.
  • D. Office of Inspector General of USDA
    The Office of Inspector General of USDA is an independent oversight body within the U.S. Department of Agriculture that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to ensure integrity in the department’s programs and operations.
  • E. Federal Farm Board
    The Federal Farm Board was a U.S. government agency created in 1929 to stabilize agricultural prices and support farmers through cooperative marketing and price-support operations during the early years of the Great Depression.
  • 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_69e0b4cb83948190bd57bec21d78ed53 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2abbcc8819091bb0225a0650ab6 completed April 21, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8be96c88190ac0e4385260f1960 completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f98877788190b9377f06807e3197 completed May 16, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_6a08fa5e11f88190a615efec01873577 completed May 16, 2026, 11:14 p.m.
Created at: April 16, 2026, 12:39 p.m.