Triple

T5325147
Position Surface form Disambiguated ID Type / Status
Subject Section 108 Loan Guarantee program E121766 entity
Predicate relatedProgram P37 FINISHED
Object Community Development Block Grant program E20078 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: Community Development Block Grant program | Statement: [Section 108 Loan Guarantee program, relatedProgram, Community Development Block Grant program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Community Development Block Grant program
Context triple: [Section 108 Loan Guarantee program, relatedProgram, Community Development Block Grant program]
  • A. Community Development Block Grant program chosen
    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.
  • B. Urban Development Action Grants
    Urban Development Action Grants were a federal program that provided targeted financial assistance to distressed cities to stimulate economic development, job creation, and neighborhood revitalization.
  • C. Community Services Block Grant
    The Community Services Block Grant is a federal anti-poverty program that provides funding to states and local community action agencies to support services and initiatives for low-income individuals and families.
  • D. Empowerment Zones and Enterprise Communities program
    The Empowerment Zones and Enterprise Communities program is a federal initiative that provides tax incentives and grants to stimulate economic development and job creation in distressed urban and rural communities.
  • E. Rural Area Formula Program
    The Rural Area Formula Program is a U.S. federal transit funding program that provides formula-based financial assistance to support public transportation services in rural and small communities.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21bba3f8819085efcb9d75fea1f9 completed March 21, 2026, 10:54 p.m.
Created at: March 20, 2026, 1:59 p.m.