Triple

T5876465
Position Surface form Disambiguated ID Type / Status
Subject Trade Adjustment Assistance for Firms program E130636 entity
Predicate distinguishedFrom P1612 FINISHED
Object Trade Adjustment Assistance for Farmers program E130636 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: Trade Adjustment Assistance for Farmers program | Statement: [Trade Adjustment Assistance for Firms program, distinguishedFrom, Trade Adjustment Assistance for Farmers program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Trade Adjustment Assistance for Farmers program
Context triple: [Trade Adjustment Assistance for Firms program, distinguishedFrom, Trade Adjustment Assistance for Farmers 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. 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. Farm Security and Rural Investment Act of 2002
    The Farm Security and Rural Investment Act of 2002 is a comprehensive U.S. farm bill that reauthorized and expanded federal agricultural, conservation, nutrition, and rural development programs.
  • D. Trade Adjustment Assistance for Firms program chosen
    The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
  • E. United States farm bill
    The United States farm bill is a comprehensive, multi-year federal law that governs agricultural policy, nutrition assistance programs like SNAP, conservation efforts, and rural development across the country.
  • 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_69c0085523688190bfd487479ce819e6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0362fb6948190bdbb3f1d446d070c completed March 22, 2026, 6:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b12242dc819093ccd41c9705dd72 completed March 23, 2026, 3:18 a.m.
Created at: March 22, 2026, 3:57 p.m.