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.