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.