Triple

T5325035
Position Surface form Disambiguated ID Type / Status
Subject Continuum of Care homeless assistance programs E121764 entity
Predicate legalBasis P125 FINISHED
Object HEARTH Act of 2009
The HEARTH Act of 2009 is a U.S. federal law that reauthorized and reformed homeless assistance programs, emphasizing prevention, rapid rehousing, and improved coordination of services.
E511899 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: HEARTH Act of 2009 | Statement: [Continuum of Care homeless assistance programs, legalBasis, HEARTH Act of 2009]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HEARTH Act of 2009
Context triple: [Continuum of Care homeless assistance programs, legalBasis, HEARTH Act of 2009]
  • A. Helping Families Save Their Homes Act of 2009
    The Helping Families Save Their Homes Act of 2009 is a U.S. federal law enacted in response to the late-2000s financial crisis to prevent foreclosures and stabilize the housing and mortgage markets.
  • B. Bipartisan Budget Act of 2013
    The Bipartisan Budget Act of 2013 was a U.S. federal law that set discretionary spending levels and partially rolled back sequestration cuts through a budget compromise negotiated by Senator Patty Murray and Representative Paul Ryan.
  • C. American Taxpayer Relief Act of 2012
    The American Taxpayer Relief Act of 2012 is a U.S. federal law enacted to avert the "fiscal cliff" by making permanent most of the Bush-era tax cuts for lower- and middle-income taxpayers while allowing rates to rise for higher earners and implementing various spending and tax policy changes.
  • D. Health Care and Education Reconciliation Act of 2010
    The Health Care and Education Reconciliation Act of 2010 is a U.S. law that finalized and modified key provisions of the Affordable Care Act while also overhauling federal student loan programs.
  • E. Housing and Economic Recovery Act of 2008
    The Housing and Economic Recovery Act of 2008 is a major U.S. federal law enacted in response to the subprime mortgage crisis to stabilize the housing market, reform mortgage finance regulation, and support distressed homeowners and 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: HEARTH Act of 2009
Triple: [Continuum of Care homeless assistance programs, legalBasis, HEARTH Act of 2009]
Generated description
The HEARTH Act of 2009 is a U.S. federal law that reauthorized and reformed homeless assistance programs, emphasizing prevention, rapid rehousing, and improved coordination of services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HEARTH Act of 2009
Target entity description: The HEARTH Act of 2009 is a U.S. federal law that reauthorized and reformed homeless assistance programs, emphasizing prevention, rapid rehousing, and improved coordination of services.
  • A. Helping Families Save Their Homes Act of 2009
    The Helping Families Save Their Homes Act of 2009 is a U.S. federal law enacted in response to the late-2000s financial crisis to prevent foreclosures and stabilize the housing and mortgage markets.
  • B. Bipartisan Budget Act of 2013
    The Bipartisan Budget Act of 2013 was a U.S. federal law that set discretionary spending levels and partially rolled back sequestration cuts through a budget compromise negotiated by Senator Patty Murray and Representative Paul Ryan.
  • C. American Taxpayer Relief Act of 2012
    The American Taxpayer Relief Act of 2012 is a U.S. federal law enacted to avert the "fiscal cliff" by making permanent most of the Bush-era tax cuts for lower- and middle-income taxpayers while allowing rates to rise for higher earners and implementing various spending and tax policy changes.
  • D. Health Care and Education Reconciliation Act of 2010
    The Health Care and Education Reconciliation Act of 2010 is a U.S. law that finalized and modified key provisions of the Affordable Care Act while also overhauling federal student loan programs.
  • E. Housing and Economic Recovery Act of 2008
    The Housing and Economic Recovery Act of 2008 is a major U.S. federal law enacted in response to the subprime mortgage crisis to stabilize the housing market, reform mortgage finance regulation, and support distressed homeowners and 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_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_69bf18abdcc48190bca5c7fc354c2471 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19a73b888190a903124a9da5e172 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf19fc79148190a02c4ddf2f6abdf7 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:59 p.m.