Triple

T93197
Position Surface form Disambiguated ID Type / Status
Subject U.S. Department of Commerce E1873 entity
Predicate oversees P46 FINISHED
Object Economic Development Administration
The Economic Development Administration is a U.S. federal agency that provides grants and technical assistance to support economic growth, job creation, and regional development in distressed communities.
E11118 NE FINISHED

How this triple was built (4 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 Development Administration | Statement: [U.S. Department of Commerce, oversees, Economic Development Administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Economic Development Administration
Context triple: [U.S. Department of Commerce, oversees, Economic Development Administration]
  • A. Economic Cooperation Administration
    The Economic Cooperation Administration was a U.S. government agency created after World War II to direct and manage American economic aid for the reconstruction of Europe.
  • B. United States Department of Housing and Urban Development
    The United States Department of Housing and Urban Development is a federal executive agency responsible for national policies and programs that address housing needs, fair housing laws, and urban development.
  • C. Resettlement Administration
    The Resettlement Administration was a New Deal U.S. federal agency that relocated struggling rural families, developed planned communities, and implemented land conservation and rehabilitation projects during the Great Depression.
  • D. Office of Economic Stabilization
    The Office of Economic Stabilization was a U.S. World War II-era agency responsible for controlling wages, prices, and other economic measures to prevent inflation and maintain economic stability on the home front.
  • E. U.S. Small Business Administration
    The U.S. Small Business Administration is a U.S. government agency that supports and promotes small businesses through loans, counseling, contracts, and innovation-focused 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: Economic Development Administration
Triple: [U.S. Department of Commerce, oversees, Economic Development Administration]
Generated description
The Economic Development Administration is a U.S. federal agency that provides grants and technical assistance to support economic growth, job creation, and regional development in distressed communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Economic Development Administration
Target entity description: The Economic Development Administration is a U.S. federal agency that provides grants and technical assistance to support economic growth, job creation, and regional development in distressed communities.
  • A. Economic Cooperation Administration
    The Economic Cooperation Administration was a U.S. government agency created after World War II to direct and manage American economic aid for the reconstruction of Europe.
  • B. United States Department of Housing and Urban Development
    The United States Department of Housing and Urban Development is a federal executive agency responsible for national policies and programs that address housing needs, fair housing laws, and urban development.
  • C. Resettlement Administration
    The Resettlement Administration was a New Deal U.S. federal agency that relocated struggling rural families, developed planned communities, and implemented land conservation and rehabilitation projects during the Great Depression.
  • D. Office of Economic Stabilization
    The Office of Economic Stabilization was a U.S. World War II-era agency responsible for controlling wages, prices, and other economic measures to prevent inflation and maintain economic stability on the home front.
  • E. U.S. Small Business Administration
    The U.S. Small Business Administration is a U.S. government agency that supports and promotes small businesses through loans, counseling, contracts, and innovation-focused programs.
  • F. None of above. chosen

Provenance (5 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_69a24d1a97dc819094e6c021fe9b05a7 completed Feb. 28, 2026, 2:04 a.m.
NER Named-entity recognition batch_69a24fd28e988190bde699647ee5b16b completed Feb. 28, 2026, 2:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a275e4880c81908f39d69fbeb8f61a completed Feb. 28, 2026, 4:58 a.m.
NEDg Description generation batch_69a276cddee08190aab0959702d44f67 completed Feb. 28, 2026, 5:02 a.m.
NED2 Entity disambiguation (via description) batch_69a277b7aee8819085cb05afc213eaff completed Feb. 28, 2026, 5:05 a.m.
Created at: Feb. 28, 2026, 2:07 a.m.