Triple

T20794758
Position Surface form Disambiguated ID Type / Status
Subject Noninsured Crop Disaster Assistance Program E511881 entity
Predicate monitoredBy P752 FINISHED
Object USDA Farm Service Agency state and county committees
USDA Farm Service Agency state and county committees are local governing bodies that oversee and administer federal farm programs and disaster assistance for agricultural producers within their jurisdictions.
E1451339 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 Farm Service Agency state and county committees | Statement: [Noninsured Crop Disaster Assistance Program, monitoredBy, USDA Farm Service Agency state and county committees]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USDA Farm Service Agency state and county committees
Context triple: [Noninsured Crop Disaster Assistance Program, monitoredBy, USDA Farm Service Agency state and county committees]
  • 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. 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.
  • C. Agency for Rural Affairs
    The Agency for Rural Affairs was a Finnish government body responsible for administering agricultural and rural development support before its functions were incorporated into the Finnish Food Authority.
  • D. USDA conservation programs
    USDA conservation programs are a suite of federal initiatives that provide financial and technical assistance to landowners and producers to protect natural resources, enhance wildlife habitat, and promote sustainable agricultural land use.
  • E. USDA Rural Development mission area
    The USDA Rural Development mission area is a branch of the U.S. Department of Agriculture that administers programs to improve housing, infrastructure, and economic opportunities in rural communities.
  • 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 Farm Service Agency state and county committees
Triple: [Noninsured Crop Disaster Assistance Program, monitoredBy, USDA Farm Service Agency state and county committees]
Generated description
USDA Farm Service Agency state and county committees are local governing bodies that oversee and administer federal farm programs and disaster assistance for agricultural producers within their jurisdictions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USDA Farm Service Agency state and county committees
Target entity description: USDA Farm Service Agency state and county committees are local governing bodies that oversee and administer federal farm programs and disaster assistance for agricultural producers within their jurisdictions.
  • 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. 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.
  • C. Agency for Rural Affairs
    The Agency for Rural Affairs was a Finnish government body responsible for administering agricultural and rural development support before its functions were incorporated into the Finnish Food Authority.
  • D. USDA conservation programs
    USDA conservation programs are a suite of federal initiatives that provide financial and technical assistance to landowners and producers to protect natural resources, enhance wildlife habitat, and promote sustainable agricultural land use.
  • E. USDA Rural Development mission area
    The USDA Rural Development mission area is a branch of the U.S. Department of Agriculture that administers programs to improve housing, infrastructure, and economic opportunities in rural communities.
  • 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.