Triple
T3740339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Troubled Asset Relief Program |
E79682
|
entity |
| Predicate | keyProgram |
P30089
|
FINISHED |
| Object |
Home Affordable Modification Program
The Home Affordable Modification Program was a U.S. government initiative launched after the 2008 financial crisis to help struggling homeowners avoid foreclosure by modifying their mortgage loans to more affordable terms.
|
E383983
|
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: Home Affordable Modification Program | Statement: [Troubled Asset Relief Program, keyProgram, Home Affordable Modification Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Home Affordable Modification Program Context triple: [Troubled Asset Relief Program, keyProgram, Home Affordable Modification Program]
-
A.
Section 811 Supportive Housing for Persons with Disabilities Program
The Section 811 Supportive Housing for Persons with Disabilities Program is a federal initiative that provides affordable, community-based rental housing and supportive services to very low-income adults with disabilities in the United States.
-
B.
Section 202 Supportive Housing for the Elderly Program
Section 202 Supportive Housing for the Elderly Program is a federal initiative that funds the development and rental assistance of affordable, supportive housing for very low-income older adults in the United States.
-
C.
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.
-
D.
HOPE for Homeowners program
The HOPE for Homeowners program was a federal initiative designed to help struggling U.S. homeowners avoid foreclosure by refinancing into more affordable, government-insured mortgages.
-
E.
Housing Opportunities for Persons With AIDS program
The Housing Opportunities for Persons With AIDS program is a federal initiative that provides housing assistance and related support services to low-income people living with HIV/AIDS and their families in the United States.
- 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: Home Affordable Modification Program Triple: [Troubled Asset Relief Program, keyProgram, Home Affordable Modification Program]
Generated description
The Home Affordable Modification Program was a U.S. government initiative launched after the 2008 financial crisis to help struggling homeowners avoid foreclosure by modifying their mortgage loans to more affordable terms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Home Affordable Modification Program Target entity description: The Home Affordable Modification Program was a U.S. government initiative launched after the 2008 financial crisis to help struggling homeowners avoid foreclosure by modifying their mortgage loans to more affordable terms.
-
A.
Section 811 Supportive Housing for Persons with Disabilities Program
The Section 811 Supportive Housing for Persons with Disabilities Program is a federal initiative that provides affordable, community-based rental housing and supportive services to very low-income adults with disabilities in the United States.
-
B.
Section 202 Supportive Housing for the Elderly Program
Section 202 Supportive Housing for the Elderly Program is a federal initiative that funds the development and rental assistance of affordable, supportive housing for very low-income older adults in the United States.
-
C.
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.
-
D.
HOPE for Homeowners program
The HOPE for Homeowners program was a federal initiative designed to help struggling U.S. homeowners avoid foreclosure by refinancing into more affordable, government-insured mortgages.
-
E.
Housing Opportunities for Persons With AIDS program
The Housing Opportunities for Persons With AIDS program is a federal initiative that provides housing assistance and related support services to low-income people living with HIV/AIDS and their families in the United States.
- 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_69ad8b115610819095b02007da5ca3cb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb5344fc8190b183aca5c04e3bcc |
completed | March 8, 2026, 7:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db23ff3c81908d19295a7ce4a39c |
completed | March 14, 2026, 3:51 a.m. |
| NEDg | Description generation | batch_69b4dbabb314819092dbd1ece83a894c |
completed | March 14, 2026, 3:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dc9b80f8819083074657a32798a4 |
completed | March 14, 2026, 3:57 a.m. |
Created at: March 8, 2026, 3:34 p.m.