Triple
T13858075
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HomeReady mortgage program |
E333114
|
entity |
| Predicate | creditAssessmentMethod |
P750
|
FINISHED |
| Object | Desktop Underwriter |
E333113
|
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: Desktop Underwriter | Statement: [HomeReady mortgage program, creditAssessmentMethod, Desktop Underwriter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Desktop Underwriter Context triple: [HomeReady mortgage program, creditAssessmentMethod, Desktop Underwriter]
-
A.
Desktop Underwriter automated underwriting system
chosen
Desktop Underwriter is Fannie Mae’s automated mortgage underwriting system used by lenders to assess borrower credit risk and eligibility for conforming loans.
-
B.
Analyst
Analyst is a peer-reviewed scientific journal of the Royal Society of Chemistry focusing on analytical chemistry and related measurement sciences.
-
C.
LoanMart
LoanMart is a financial services company that specializes in providing auto title loans and related lending products to consumers.
-
D.
Commercial Risk Solutions
Commercial Risk Solutions is a business segment of Aon Corporation that provides risk management, insurance brokerage, and related advisory services to commercial clients.
-
E.
CUI Executive Agent
The CUI Executive Agent is the federal official designated to oversee and implement the government-wide program for managing Controlled Unclassified Information across executive branch agencies.
- 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: creditAssessmentMethod Context triple: [HomeReady mortgage program, creditAssessmentMethod, Desktop Underwriter]
-
A.
creditFunction
Indicates a financial role or operation through which an entity extends, manages, or utilizes credit within an economic or transactional context.
-
B.
assessmentMethod
chosen
Indicates the method or procedure used to evaluate, measure, or judge something.
-
C.
hasCreditRating
Indicates that an entity is assigned a formal assessment of its creditworthiness, typically expressed as a credit score or rating.
-
D.
cardVerificationMethod
Indicates the method or process used to verify the authenticity or validity of a card during a transaction or interaction.
-
E.
requiresCreditAs
Indicates that one entity must be credited or acknowledged in a specified manner or role in relation to another entity.
- F. None of above.
Provenance (4 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_69d81c5ba13c8190839315f54768acfd |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02dc9f488190b7181dcb7e304632 |
completed | April 14, 2026, 9:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c70a59e8819090b750699993a107 |
completed | May 3, 2026, 10:07 p.m. |
| PD | Predicate disambiguation | batch_69dbc8691b608190a25a7c70a366b170 |
completed | April 12, 2026, 4:29 p.m. |
Created at: April 9, 2026, 10:14 p.m.