Triple

T5817885
Position Surface form Disambiguated ID Type / Status
Subject Economic Development Administration E129030 entity
Predicate program P804 FINISHED
Object Local Technical Assistance program
The Local Technical Assistance program is a U.S. Economic Development Administration initiative that provides technical and planning support to communities and organizations to help them address economic development challenges and opportunities.
E548103 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: Local Technical Assistance program | Statement: [Economic Development Administration, program, Local Technical Assistance program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Local Technical Assistance program
Context triple: [Economic Development Administration, program, Local Technical Assistance program]
  • A. Technical Services Program
    The Technical Services Program is a preservation initiative of the New York Landmarks Conservancy that provides expert architectural and conservation guidance to help maintain and restore historic buildings and landmarks.
  • B. Expanded Programme of Technical Assistance
    The Expanded Programme of Technical Assistance was an early United Nations initiative that provided technical aid and expertise to developing countries, laying groundwork for the later creation of the UN Development Programme.
  • C. Extra Help program
    The Extra Help program is a federal assistance initiative that helps low-income Medicare beneficiaries pay for their Medicare Part D prescription drug costs, including premiums, deductibles, and copayments.
  • D. In-Home Supportive Services program
    The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
  • E. Community Development Block Grant program
    The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
  • 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: Local Technical Assistance program
Triple: [Economic Development Administration, program, Local Technical Assistance program]
Generated description
The Local Technical Assistance program is a U.S. Economic Development Administration initiative that provides technical and planning support to communities and organizations to help them address economic development challenges and opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Local Technical Assistance program
Target entity description: The Local Technical Assistance program is a U.S. Economic Development Administration initiative that provides technical and planning support to communities and organizations to help them address economic development challenges and opportunities.
  • A. Technical Services Program
    The Technical Services Program is a preservation initiative of the New York Landmarks Conservancy that provides expert architectural and conservation guidance to help maintain and restore historic buildings and landmarks.
  • B. Expanded Programme of Technical Assistance
    The Expanded Programme of Technical Assistance was an early United Nations initiative that provided technical aid and expertise to developing countries, laying groundwork for the later creation of the UN Development Programme.
  • C. Extra Help program
    The Extra Help program is a federal assistance initiative that helps low-income Medicare beneficiaries pay for their Medicare Part D prescription drug costs, including premiums, deductibles, and copayments.
  • D. In-Home Supportive Services program
    The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
  • E. Community Development Block Grant program
    The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
  • 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_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c033e36cbc81908f1ef1a1a310674c completed March 22, 2026, 6:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0985399488190bcab9702e3b88539 completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c0990d00e88190b9f2b34a8cedda3a completed March 23, 2026, 1:36 a.m.
NED2 Entity disambiguation (via description) batch_69c099770ca88190a91815ec055f6df8 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:53 p.m.