Triple

T15835944

Position	Surface form	Disambiguated ID	Type / Status
Subject	Home Affordable Modification Program	`E383983`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Second Lien Modification Program The Second Lien Modification Program is a U.S. government initiative designed to reduce or modify borrowers’ second mortgages to complement first-lien relief under the broader Home Affordable Modification Program.	`E1180498`	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: Second Lien Modification Program | Statement: [Home Affordable Modification Program, hasComponent, Second Lien Modification Program]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Second Lien Modification Program
Context triple: [Home Affordable Modification Program, hasComponent, Second Lien Modification Program]

A. Cross‑Servicing Program
The Cross‑Servicing Program is a federal debt collection initiative that centralizes and manages delinquent debts owed to U.S. government agencies to improve recovery and compliance.
B. Downpayment Plus Program
The Downpayment Plus Program is a homebuyer assistance initiative that provides grants to help eligible low- and moderate-income households cover down payment and closing costs when purchasing a home.
C. Mortgage Partnership Finance program
The Mortgage Partnership Finance program is a secondary market initiative that enables member financial institutions to sell qualifying residential mortgage loans to the Federal Home Loan Bank system while retaining servicing and sharing in the credit risk.
D. LoanMart
LoanMart is a financial services company that specializes in providing auto title loans and related lending products to consumers.
E. Revolving Fund Program
The Revolving Fund Program is a preservation initiative that acquires, rehabilitates, and resells endangered historic properties in Georgia to ensure their long-term protection and reuse.
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: Second Lien Modification Program
Triple: [Home Affordable Modification Program, hasComponent, Second Lien Modification Program]

Generated description

The Second Lien Modification Program is a U.S. government initiative designed to reduce or modify borrowers’ second mortgages to complement first-lien relief under the broader Home Affordable Modification Program.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Second Lien Modification Program
Target entity description: The Second Lien Modification Program is a U.S. government initiative designed to reduce or modify borrowers’ second mortgages to complement first-lien relief under the broader Home Affordable Modification Program.

A. Cross‑Servicing Program
The Cross‑Servicing Program is a federal debt collection initiative that centralizes and manages delinquent debts owed to U.S. government agencies to improve recovery and compliance.
B. Downpayment Plus Program
The Downpayment Plus Program is a homebuyer assistance initiative that provides grants to help eligible low- and moderate-income households cover down payment and closing costs when purchasing a home.
C. Mortgage Partnership Finance program
The Mortgage Partnership Finance program is a secondary market initiative that enables member financial institutions to sell qualifying residential mortgage loans to the Federal Home Loan Bank system while retaining servicing and sharing in the credit risk.
D. LoanMart
LoanMart is a financial services company that specializes in providing auto title loans and related lending products to consumers.
E. Revolving Fund Program
The Revolving Fund Program is a preservation initiative that acquires, rehabilitates, and resells endangered historic properties in Georgia to ensure their long-term protection and reuse.
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_69d86da34c888190976e06c4019d415a`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e142e0e1cc8190851b30b03cf9c9b8`	completed	April 16, 2026, 8:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffa137be2c81909c8f04b5cc1a5b21`	completed	May 9, 2026, 9:03 p.m.
NEDg	Description generation	`batch_69ffa527af048190b1f87d85e50bf254`	completed	May 9, 2026, 9:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69ffa5df00e481909e203e78940395ed`	completed	May 9, 2026, 9:23 p.m.

Created at: April 10, 2026, 4:49 a.m.