Triple

T108512
Position Surface form Disambiguated ID Type / Status
Subject Capital Magnet Fund E2190 entity
Predicate relatedTo P37 FINISHED
Object Low-Income Housing Tax Credit
The Low-Income Housing Tax Credit is a U.S. federal tax incentive program that encourages private investment in affordable rental housing for low-income households.
E12422 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: Low-Income Housing Tax Credit | Statement: [Capital Magnet Fund, relatedTo, Low-Income Housing Tax Credit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Low-Income Housing Tax Credit
Context triple: [Capital Magnet Fund, relatedTo, Low-Income Housing Tax Credit]
  • A. New Markets Tax Credit Program
    The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
  • B. Community Reinvestment Act
    The Community Reinvestment Act is a U.S. federal law enacted in 1977 that encourages banks to help meet the credit needs of the communities in which they operate, particularly low- and moderate-income neighborhoods.
  • C. Public Housing Administration
    The Public Housing Administration was a U.S. federal agency responsible for financing and overseeing the development and management of low-rent public housing projects in the mid-20th century.
  • D. United States Housing Act of 1937
    The United States Housing Act of 1937 is a landmark federal law that established the public housing program in the United States, providing subsidies to local housing authorities to build and manage affordable housing for low-income families.
  • E. Riegle Community Development and Regulatory Improvement Act of 1994
    The Riegle Community Development and Regulatory Improvement Act of 1994 is a U.S. federal law aimed at promoting community development and financial services in underserved areas, notably by establishing the Community Development Financial Institutions (CDFI) Fund.
  • 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: Low-Income Housing Tax Credit
Triple: [Capital Magnet Fund, relatedTo, Low-Income Housing Tax Credit]
Generated description
The Low-Income Housing Tax Credit is a U.S. federal tax incentive program that encourages private investment in affordable rental housing for low-income households.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Low-Income Housing Tax Credit
Target entity description: The Low-Income Housing Tax Credit is a U.S. federal tax incentive program that encourages private investment in affordable rental housing for low-income households.
  • A. New Markets Tax Credit Program
    The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
  • B. Community Reinvestment Act
    The Community Reinvestment Act is a U.S. federal law enacted in 1977 that encourages banks to help meet the credit needs of the communities in which they operate, particularly low- and moderate-income neighborhoods.
  • C. Public Housing Administration
    The Public Housing Administration was a U.S. federal agency responsible for financing and overseeing the development and management of low-rent public housing projects in the mid-20th century.
  • D. United States Housing Act of 1937
    The United States Housing Act of 1937 is a landmark federal law that established the public housing program in the United States, providing subsidies to local housing authorities to build and manage affordable housing for low-income families.
  • E. Riegle Community Development and Regulatory Improvement Act of 1994
    The Riegle Community Development and Regulatory Improvement Act of 1994 is a U.S. federal law aimed at promoting community development and financial services in underserved areas, notably by establishing the Community Development Financial Institutions (CDFI) Fund.
  • 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_69a24fcdaeb48190a2d796677e4b3281 completed Feb. 28, 2026, 2:15 a.m.
NER Named-entity recognition batch_69a256ccce548190a7b20d999a6c8df1 completed Feb. 28, 2026, 2:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69a284fed06c81909df34f4227f26e7d completed Feb. 28, 2026, 6:02 a.m.
NEDg Description generation batch_69a288901eb48190a733530e6e416f7b completed Feb. 28, 2026, 6:17 a.m.
NED2 Entity disambiguation (via description) batch_69a28938f67c8190826c5cfeebd9e0f3 completed Feb. 28, 2026, 6:20 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.