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.