Triple
T3173955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fannie Mae |
E66416
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Desktop Underwriter automated underwriting system
Desktop Underwriter is Fannie Mae’s automated mortgage underwriting system used by lenders to assess borrower credit risk and eligibility for conforming loans.
|
E333113
|
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: Desktop Underwriter automated underwriting system | Statement: [Fannie Mae, hasProgram, Desktop Underwriter automated underwriting system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Desktop Underwriter automated underwriting system Context triple: [Fannie Mae, hasProgram, Desktop Underwriter automated underwriting system]
-
A.
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.
-
B.
CAMELS rating system
The CAMELS rating system is a supervisory framework used by U.S. banking regulators to evaluate the overall health and risk profile of banks across key dimensions such as capital adequacy, asset quality, management, earnings, liquidity, and sensitivity to market risk.
-
C.
LoanMart Field
LoanMart Field is a minor league baseball stadium in Rancho Cucamonga, California, serving as the home ballpark of the Rancho Cucamonga Quakes.
-
D.
Understanding on Commitments in Financial Services
The Understanding on Commitments in Financial Services is a World Trade Organization instrument that clarifies and strengthens member countries’ market access and national treatment commitments in the financial services sector under the General Agreement on Trade in Services (GATS).
-
E.
Statistical Decision Functions
Statistical Decision Functions is a foundational work in decision theory and statistics that systematically develops the theory of optimal decision-making under uncertainty.
- 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: Desktop Underwriter automated underwriting system Triple: [Fannie Mae, hasProgram, Desktop Underwriter automated underwriting system]
Generated description
Desktop Underwriter is Fannie Mae’s automated mortgage underwriting system used by lenders to assess borrower credit risk and eligibility for conforming loans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Desktop Underwriter automated underwriting system Target entity description: Desktop Underwriter is Fannie Mae’s automated mortgage underwriting system used by lenders to assess borrower credit risk and eligibility for conforming loans.
-
A.
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.
-
B.
CAMELS rating system
The CAMELS rating system is a supervisory framework used by U.S. banking regulators to evaluate the overall health and risk profile of banks across key dimensions such as capital adequacy, asset quality, management, earnings, liquidity, and sensitivity to market risk.
-
C.
LoanMart Field
LoanMart Field is a minor league baseball stadium in Rancho Cucamonga, California, serving as the home ballpark of the Rancho Cucamonga Quakes.
-
D.
Understanding on Commitments in Financial Services
The Understanding on Commitments in Financial Services is a World Trade Organization instrument that clarifies and strengthens member countries’ market access and national treatment commitments in the financial services sector under the General Agreement on Trade in Services (GATS).
-
E.
Statistical Decision Functions
Statistical Decision Functions is a foundational work in decision theory and statistics that systematically develops the theory of optimal decision-making under uncertainty.
- 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_69ad8586a34c8190944c63ec11a8de1a |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada670c800819098937783e2b05c7a |
completed | March 8, 2026, 4:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b235edf7708190b79605a05baf1711 |
completed | March 12, 2026, 3:41 a.m. |
| NEDg | Description generation | batch_69b236e61ae88190a76b942c6cddff41 |
completed | March 12, 2026, 3:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b23770ed4c8190b5d929cc95a286a0 |
completed | March 12, 2026, 3:48 a.m. |
Created at: March 8, 2026, 3:06 p.m.