Triple
T8420040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mat Ishbia |
E198824
|
entity |
| Predicate | foundedByRelative |
P82089
|
FINISHED |
| Object | United Wholesale Mortgage |
E512246
|
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: United Wholesale Mortgage | Statement: [Mat Ishbia, foundedByRelative, United Wholesale Mortgage]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United Wholesale Mortgage Context triple: [Mat Ishbia, foundedByRelative, United Wholesale Mortgage]
-
A.
United Wholesale Mortgage
chosen
United Wholesale Mortgage is a major U.S.-based wholesale mortgage lender that works primarily through independent mortgage brokers to originate home loans.
-
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.
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.
-
D.
CitiMortgage
CitiMortgage is the home lending and mortgage services division of Citigroup, providing mortgage loans and related financial products to consumers.
-
E.
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.
- 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: foundedByRelative Context triple: [Mat Ishbia, foundedByRelative, United Wholesale Mortgage]
-
A.
foundedByFamily
Indicates that an organization, institution, or entity was established by one or more members of the same family.
-
B.
foundingAncestor
Indicates that one entity is the original progenitor or earliest known ancestor from whom another entity or lineage descends.
-
C.
foundedByFollowersOf
Indicates that something (such as an organization, movement, or institution) was established by individuals who are followers or adherents of a particular person, group, or ideology.
-
D.
foundedWith
Indicates that an entity was established or created together with another entity, typically as co-founders or jointly initiated partners.
-
E.
parentOfFounder
Indicates that one entity is the parent of another entity who is the founder of something (such as an organization, company, or project).
- 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_69ca8312d63c8190bf133b676b44a385 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb84c941988190884a5c0cbb44bcc2 |
completed | March 31, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce3988932c8190969c4c0295348636 |
completed | April 2, 2026, 9:40 a.m. |
| PD | Predicate disambiguation | batch_69cb70d70ea081909c3dc1bd2ec14f85 |
completed | March 31, 2026, 6:59 a.m. |
| PDg | Predicate description generation | batch_69cb77690720819099de1e22b84a9563 |
completed | March 31, 2026, 7:27 a.m. |
Created at: March 30, 2026, 6:06 p.m.