Triple
T454144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FHA 203(b) basic home mortgage program |
E7194
|
entity |
| Predicate | distinguishedFrom |
P1612
|
FINISHED |
| Object |
FHA 203(k) rehabilitation mortgage insurance program
The FHA 203(k) rehabilitation mortgage insurance program is a U.S. government-backed loan option that allows homebuyers and homeowners to finance both the purchase (or refinance) of a property and the cost of its repairs or renovations into a single mortgage.
|
E58344
|
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: FHA 203(k) rehabilitation mortgage insurance program | Statement: [FHA 203(b) basic home mortgage program, distinguishedFrom, FHA 203(k) rehabilitation mortgage insurance program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FHA 203(k) rehabilitation mortgage insurance program Context triple: [FHA 203(b) basic home mortgage program, distinguishedFrom, FHA 203(k) rehabilitation mortgage insurance program]
-
A.
FHA 203(b) basic home mortgage program
The FHA 203(b) basic home mortgage program is the Federal Housing Administration’s primary loan insurance program that helps homebuyers, particularly first-time and lower-income borrowers, obtain affordable, low–down payment mortgages for one- to four-family homes.
-
B.
Home Equity Conversion Mortgage program
The Home Equity Conversion Mortgage program is the U.S. government–insured reverse mortgage initiative that allows eligible older homeowners to convert part of their home equity into cash.
-
C.
Federal Housing Administration
The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
-
D.
Housing and Home Finance Agency
The Housing and Home Finance Agency was a former U.S. federal agency that coordinated national housing, urban development, and home financing programs before its functions were absorbed into the Department of Housing and Urban Development (HUD).
-
E.
Section 8 Housing Choice Voucher Program
The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
- 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: FHA 203(k) rehabilitation mortgage insurance program Triple: [FHA 203(b) basic home mortgage program, distinguishedFrom, FHA 203(k) rehabilitation mortgage insurance program]
Generated description
The FHA 203(k) rehabilitation mortgage insurance program is a U.S. government-backed loan option that allows homebuyers and homeowners to finance both the purchase (or refinance) of a property and the cost of its repairs or renovations into a single mortgage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FHA 203(k) rehabilitation mortgage insurance program Target entity description: The FHA 203(k) rehabilitation mortgage insurance program is a U.S. government-backed loan option that allows homebuyers and homeowners to finance both the purchase (or refinance) of a property and the cost of its repairs or renovations into a single mortgage.
-
A.
FHA 203(b) basic home mortgage program
The FHA 203(b) basic home mortgage program is the Federal Housing Administration’s primary loan insurance program that helps homebuyers, particularly first-time and lower-income borrowers, obtain affordable, low–down payment mortgages for one- to four-family homes.
-
B.
Home Equity Conversion Mortgage program
The Home Equity Conversion Mortgage program is the U.S. government–insured reverse mortgage initiative that allows eligible older homeowners to convert part of their home equity into cash.
-
C.
Federal Housing Administration
The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
-
D.
Housing and Home Finance Agency
The Housing and Home Finance Agency was a former U.S. federal agency that coordinated national housing, urban development, and home financing programs before its functions were absorbed into the Department of Housing and Urban Development (HUD).
-
E.
Section 8 Housing Choice Voucher Program
The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
- 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_69a2e7e4676c81909ea0dbdecac0687c |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ef87cc7c8190a0fec933457821e2 |
completed | Feb. 28, 2026, 1:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a45292107881909b6961418b529c11 |
completed | March 1, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69a4565e3140819088fc9754a9f8350f |
completed | March 1, 2026, 3:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a456b3af5c819098e864397ef40550 |
completed | March 1, 2026, 3:09 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.