Triple

T22178431
Position Surface form Disambiguated ID Type / Status
Subject PWEDA E548105 entity
Predicate titleAtEnactment P38 FINISHED
Object An Act to provide grants for public works and development facilities, other financial assistance and the planning and coordination needed to alleviate conditions of substantial and persistent unemployment and underemployment in economically distressed areas and regions. 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: An Act to provide grants for public works and development facilities, other financial assistance and the planning and coordination needed to alleviate conditions of substantial and persistent unemployment and underemployment in economically distressed areas and regions. | Statement: [PWEDA, titleAtEnactment, An Act to provide grants for public works and development facilities, other financial assistance and the planning and coordination needed to alleviate conditions of substantial and persistent unemployment and underemployment in economically distressed areas and regions.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: An Act to provide grants for public works and development facilities, other financial assistance and the planning and coordination needed to alleviate conditions of substantial and persistent unemployment and underemployment in economically distressed areas and regions.
Context triple: [PWEDA, titleAtEnactment, An Act to provide grants for public works and development facilities, other financial assistance and the planning and coordination needed to alleviate conditions of substantial and persistent unemployment and underemployment in economically distressed areas and regions.]
  • A. Home Affordable Unemployment Program
    The Home Affordable Unemployment Program was a U.S. federal initiative that provided temporary mortgage payment relief to unemployed homeowners as part of broader post-2008 foreclosure prevention efforts.
  • B. Public Works and Economic Development Act of 1965 chosen
    The Public Works and Economic Development Act of 1965 is a U.S. federal law that established a framework for promoting economic growth and job creation in distressed communities through grants and assistance for public works and development projects.
  • C. 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.
  • 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. Trade Adjustment Assistance for Workers program (employment and training components)
    The Trade Adjustment Assistance for Workers program (employment and training components) is a U.S. federal initiative that provides retraining, job search, income support, and related services to workers who lose their jobs or whose hours and wages are reduced as a result of increased imports or shifts in production abroad.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: titleAtEnactment
Context triple: [PWEDA, titleAtEnactment, An Act to provide grants for public works and development facilities, other financial assistance and the planning and coordination needed to alleviate conditions of substantial and persistent unemployment and underemployment in economically distressed areas and regions.]
  • A. titleHeldAtTimeOf
    Indicates that an entity held a specific title or position during a particular time or time period.
  • B. titleHeldTo
    Indicates that one entity holds or possesses a specific title in relation to another entity or context.
  • C. titleHeldAs
    Indicates that an entity holds or possesses a specific title in a particular capacity or role.
  • D. title chosen
    Indicates that one entity serves as the formal name or designation of another entity.
  • E. titleThrough
    Indicates a relationship where one entity holds or is identified by a specific title by means of, or via the mediation of, another entity or context.
  • F. None of above.

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_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a6dd5a081908035e81c068d8d5a completed April 28, 2026, 9:45 p.m.
PD Predicate disambiguation batch_69e71b41555881909b8e22718974d527 completed April 21, 2026, 6:37 a.m.
Created at: April 16, 2026, 8:34 p.m.