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.