Triple

T5322151
Position Surface form Disambiguated ID Type / Status
Subject loanDepot E121697 entity
Predicate competitor P1375 FINISHED
Object Fairway Independent Mortgage
Fairway Independent Mortgage is a large U.S.-based mortgage lender known for originating and servicing home loans through a nationwide network of branches and loan officers.
 E512247 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: Fairway Independent Mortgage | Statement: [loanDepot, competitor, Fairway Independent Mortgage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fairway Independent Mortgage
Context triple: [loanDepot, competitor, Fairway Independent Mortgage]
  • A. Ameriquest Mortgage Company
    Ameriquest Mortgage Company was a major U.S. subprime mortgage lender that became emblematic of predatory lending practices and the excesses leading up to the 2008 financial crisis.
  • B. Rocket Mortgage
    Rocket Mortgage is a leading U.S.-based online mortgage lender known for its fully digital home loan application and approval process.
  • C. CitiMortgage
    CitiMortgage is the home lending and mortgage services division of Citigroup, providing mortgage loans and related financial products to consumers.
  • D. Freddie Mac
    Freddie Mac is a U.S. government-sponsored enterprise that buys and securitizes residential mortgages to support liquidity and stability in the housing finance market.
  • E. State Farm Bank (former)
    State Farm Bank was a now-defunct U.S. direct bank that offered consumer banking and financial services under the State Farm brand.
  • 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: Fairway Independent Mortgage
Triple: [loanDepot, competitor, Fairway Independent Mortgage]
Generated description
Fairway Independent Mortgage is a large U.S.-based mortgage lender known for originating and servicing home loans through a nationwide network of branches and loan officers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fairway Independent Mortgage
Target entity description: Fairway Independent Mortgage is a large U.S.-based mortgage lender known for originating and servicing home loans through a nationwide network of branches and loan officers.
  • A. Ameriquest Mortgage Company
    Ameriquest Mortgage Company was a major U.S. subprime mortgage lender that became emblematic of predatory lending practices and the excesses leading up to the 2008 financial crisis.
  • B. Rocket Mortgage
    Rocket Mortgage is a leading U.S.-based online mortgage lender known for its fully digital home loan application and approval process.
  • C. CitiMortgage
    CitiMortgage is the home lending and mortgage services division of Citigroup, providing mortgage loans and related financial products to consumers.
  • D. Freddie Mac
    Freddie Mac is a U.S. government-sponsored enterprise that buys and securitizes residential mortgages to support liquidity and stability in the housing finance market.
  • E. State Farm Bank (former)
    State Farm Bank was a now-defunct U.S. direct bank that offered consumer banking and financial services under the State Farm brand.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8577ba3881909a28cbf744648256 completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18a4dff48190bce18f0106c7a8e7 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf1a493ddc8190ac5d1889b9d64ec2 completed March 21, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_69bf1aa2fbec819088cd8be8505e4697 completed March 21, 2026, 10:24 p.m.
Created at: March 20, 2026, 1:59 p.m.