Triple
T7569190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California Tax Credit Allocation Committee |
E179195
|
entity |
| Predicate | typeOfTaxCredit |
P77512
|
FINISHED |
| Object | Low-Income Housing Tax Credit |
E12422
|
NE FINISHED |
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: Low-Income Housing Tax Credit | Statement: [California Tax Credit Allocation Committee, typeOfTaxCredit, 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: [California Tax Credit Allocation Committee, typeOfTaxCredit, Low-Income Housing Tax Credit]
-
A.
Low-Income Housing Tax Credit
chosen
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.
-
B.
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.
-
C.
Mitchell-Lama Housing Program
The Mitchell-Lama Housing Program is a New York State initiative that provides affordable rental and cooperative housing to moderate- and middle-income families through government-subsidized developments.
-
D.
Housing Trust Fund
The Housing Trust Fund is a federal affordable housing program that provides grants to states to produce, preserve, and rehabilitate housing for extremely low- and very low-income households.
-
E.
Affordable Housing Program
The Affordable Housing Program is a federal initiative that provides grants and subsidized loans through the Federal Home Loan Bank System to support the development and preservation of affordable housing for low- and moderate-income households.
- 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: typeOfTaxCredit Context triple: [California Tax Credit Allocation Committee, typeOfTaxCredit, Low-Income Housing Tax Credit]
-
A.
taxType
Indicates the specific category or classification of tax that applies to an entity, transaction, or amount.
-
B.
introducedTaxType
Indicates that an entity (such as a government or authority) has brought a particular type of tax into existence or put it into effect.
-
C.
typeOfTaxpayerCovered
Indicates the category or kind of taxpayer to which a particular rule, obligation, or provision applies.
-
D.
taxationMethod
Indicates the specific way or system by which taxes are calculated, collected, or applied in a given context.
-
E.
benefitTaxStatus
Indicates that an entity’s tax-related status or classification provides a financial or regulatory benefit in the context of the relationship.
- 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_69c69f316e50819081a271c85c06f918 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f91ec780819099de6227a27bf5a5 |
completed | March 27, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856e475348190a7c1e9872b513899 |
completed | March 28, 2026, 10:32 p.m. |
| PD | Predicate disambiguation | batch_69c6f4de77048190b8769e717fdcf8e7 |
completed | March 27, 2026, 9:21 p.m. |
| PDg | Predicate description generation | batch_69c6f5b1a6a08190b9ff2bc8a7befe0d |
completed | March 27, 2026, 9:25 p.m. |
Created at: March 27, 2026, 3:51 p.m.