Triple

T21732544
Position Surface form Disambiguated ID Type / Status
Subject Public Law 110-246 E536442 entity
Predicate title P38 FINISHED
Object Title XII—Crop Insurance and Disaster Assistance Programs — NE NERFINISHED

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: [Public Law 110-246, title, 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: [Public Law 110-246, title, 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. 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.
  • C. 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.
  • D. 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.
  • E. Agricultural Risk Protection Act of 2000
    The Agricultural Risk Protection Act of 2000 is a U.S. federal law that significantly reformed and strengthened farm risk management by enhancing crop insurance coverage and support for agricultural producers.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0c46d3284819099a4f9d5a704eb95 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69effd085eec81908b3df82bc25a8780 completed April 28, 2026, 12:19 a.m.
Created at: April 16, 2026, 6:48 p.m.