Triple

T8693679
Position Surface form Disambiguated ID Type / Status
Subject Urbanized Area Formula Program E206351 entity
Predicate relatedProgram P37 FINISHED
Object State of Good Repair Grants
State of Good Repair Grants is a federal transit funding program that provides capital assistance to maintain, rehabilitate, and replace aging public transportation infrastructure and vehicles in urban areas.
E751034 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: State of Good Repair Grants | Statement: [Urbanized Area Formula Program, relatedProgram, State of Good Repair Grants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State of Good Repair Grants
Context triple: [Urbanized Area Formula Program, relatedProgram, State of Good Repair Grants]
  • A. Community Renewal Fund
    The Community Renewal Fund was a UK government pilot funding programme designed to support local economic growth, skills, and community projects in preparation for the wider UK Shared Prosperity Fund.
  • B. Historic Preservation Fund grants
    Historic Preservation Fund grants are U.S. federal financial awards that support the preservation and protection of significant historic and cultural resources, particularly through programs such as Tribal and State Historic Preservation Offices.
  • C. Renewal Communities program
    The Renewal Communities program was a federal initiative that used tax incentives and other economic tools to stimulate investment, job creation, and revitalization in designated low-income urban and rural areas in the United States.
  • D. Specially Adapted Housing grants
    Specially Adapted Housing grants are VA benefits that provide funds to help severely disabled veterans and service members modify or purchase homes to accommodate their service-connected disabilities.
  • E. Neighborhood Stabilization Program
    The Neighborhood Stabilization Program is a federal initiative created to help communities recover from the foreclosure crisis by funding the purchase, rehabilitation, and redevelopment of abandoned and foreclosed homes.
  • 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: State of Good Repair Grants
Triple: [Urbanized Area Formula Program, relatedProgram, State of Good Repair Grants]
Generated description
State of Good Repair Grants is a federal transit funding program that provides capital assistance to maintain, rehabilitate, and replace aging public transportation infrastructure and vehicles in urban areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State of Good Repair Grants
Target entity description: State of Good Repair Grants is a federal transit funding program that provides capital assistance to maintain, rehabilitate, and replace aging public transportation infrastructure and vehicles in urban areas.
  • A. Community Renewal Fund
    The Community Renewal Fund was a UK government pilot funding programme designed to support local economic growth, skills, and community projects in preparation for the wider UK Shared Prosperity Fund.
  • B. Historic Preservation Fund grants
    Historic Preservation Fund grants are U.S. federal financial awards that support the preservation and protection of significant historic and cultural resources, particularly through programs such as Tribal and State Historic Preservation Offices.
  • C. Renewal Communities program
    The Renewal Communities program was a federal initiative that used tax incentives and other economic tools to stimulate investment, job creation, and revitalization in designated low-income urban and rural areas in the United States.
  • D. Specially Adapted Housing grants
    Specially Adapted Housing grants are VA benefits that provide funds to help severely disabled veterans and service members modify or purchase homes to accommodate their service-connected disabilities.
  • E. Neighborhood Stabilization Program
    The Neighborhood Stabilization Program is a federal initiative created to help communities recover from the foreclosure crisis by funding the purchase, rehabilitation, and redevelopment of abandoned and foreclosed homes.
  • 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_69ca835481fc819084e33d3bc883bfa6 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5826bbb48190a212fb1bb06e05e6 completed March 31, 2026, 11:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef3f36a6081909e300f168fbcb8ac completed April 2, 2026, 10:55 p.m.
NEDg Description generation batch_69cef6507d2881909d2db28c48ef5fbd completed April 2, 2026, 11:05 p.m.
NED2 Entity disambiguation (via description) batch_69cef6e6436c8190a836ffe475f0a134 completed April 2, 2026, 11:08 p.m.
Created at: March 30, 2026, 6:33 p.m.