Triple

T5638141
Position Surface form Disambiguated ID Type / Status
Subject Food, Conservation, and Energy Act of 2008 E124198 entity
Predicate hasTitle P38 FINISHED
Object Title XII – Crop Insurance and Disaster Assistance Programs E511879 NE FINISHED

How this triple was built (2 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: Title XII – Crop Insurance and Disaster Assistance Programs | Statement: [Food, Conservation, and Energy Act of 2008, hasTitle, Title XII – Crop Insurance and Disaster Assistance Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Title XII – Crop Insurance and Disaster Assistance Programs
Context triple: [Food, Conservation, and Energy Act of 2008, hasTitle, Title XII – Crop Insurance and Disaster Assistance Programs]
  • A. Federal Crop Insurance Act
    The Federal Crop Insurance Act is a U.S. law that establishes and governs the federal crop insurance program to help farmers manage agricultural production and price risks.
  • B. Agricultural Risk Coverage program
    The Agricultural Risk Coverage program is a U.S. farm safety-net initiative that provides income support to producers when their crop revenues fall below guaranteed levels due to price or yield declines.
  • C. Federal Crop Insurance Program chosen
    The Federal Crop Insurance Program is a U.S. government initiative that provides subsidized insurance to help farmers manage financial risks from crop losses due to natural disasters and market fluctuations.
  • D. Noninsured Crop Disaster Assistance Program (policy and product support role)
    The Noninsured Crop Disaster Assistance Program is a U.S. Department of Agriculture safety-net program that provides financial assistance to producers of noninsurable crops when low yields, loss of inventory, or prevented planting occur due to natural disasters.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c00824643c81909ffdb888a2d35189 completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c022820b7c81908f79c0a124d6b940 completed March 22, 2026, 5:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d70e5d88190b869d54911bc8689 completed March 22, 2026, 8:13 p.m.
Created at: March 22, 2026, 3:41 p.m.