Triple

T22492672
Position Surface form Disambiguated ID Type / Status
Subject United States foreign assistance architecture E556056 entity
Predicate includesProgram P1393 FINISHED
Object Economic Support Fund programs NE NERFINISHED

How this triple was built (3 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: Economic Support Fund programs | Statement: [United States foreign assistance architecture, includesProgram, Economic Support Fund programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Economic Support Fund programs
Context triple: [United States foreign assistance architecture, includesProgram, Economic Support Fund programs]
  • A. Capital Assistance Program
    The Capital Assistance Program was a U.S. Treasury initiative under TARP that provided targeted capital injections to financially stressed but viable banks to support stability in the financial system.
  • B. Economic Adjustment Assistance program
    The Economic Adjustment Assistance program is a U.S. federal initiative that provides flexible funding and technical support to help communities respond to economic disruptions and foster long-term economic resilience and growth.
  • C. Capital Fund Program
    The Capital Fund Program is a U.S. Department of Housing and Urban Development (HUD) funding program that provides financial assistance to public housing agencies for the development, financing, and modernization of public housing properties.
  • D. Trade Adjustment Assistance for Firms program
    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. U.S. Small Business Administration loan programs
    U.S. Small Business Administration loan programs are federally backed financing options designed to help small businesses start, operate, and expand by providing more accessible credit terms through participating lenders.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Economic Support Fund programs
Target entity description: Economic Support Fund programs are U.S. foreign assistance initiatives that provide economic aid to promote stability, support allies, and advance American foreign policy objectives abroad.
  • A. Capital Assistance Program
    The Capital Assistance Program was a U.S. Treasury initiative under TARP that provided targeted capital injections to financially stressed but viable banks to support stability in the financial system.
  • B. Economic Adjustment Assistance program
    The Economic Adjustment Assistance program is a U.S. federal initiative that provides flexible funding and technical support to help communities respond to economic disruptions and foster long-term economic resilience and growth.
  • C. Capital Fund Program
    The Capital Fund Program is a U.S. Department of Housing and Urban Development (HUD) funding program that provides financial assistance to public housing agencies for the development, financing, and modernization of public housing properties.
  • D. Trade Adjustment Assistance for Firms program
    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. U.S. Small Business Administration loan programs
    U.S. Small Business Administration loan programs are federally backed financing options designed to help small businesses start, operate, and expand by providing more accessible credit terms through participating lenders.
  • F. None of above. chosen

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_69e11e5445bc8190b6a9481926db3355 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15cb01b3481908a9143503b75167f completed April 29, 2026, 1:19 a.m.
Created at: April 16, 2026, 8:49 p.m.