Triple

T508276
Position Surface form Disambiguated ID Type / Status
Subject Deval Patrick E10548 entity
Predicate boardMemberOf P10 FINISHED
Object 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.
 E63364 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: Ameriquest Mortgage Company | Statement: [Deval Patrick, boardMemberOf, Ameriquest Mortgage Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ameriquest Mortgage Company
Context triple: [Deval Patrick, boardMemberOf, Ameriquest Mortgage Company]
  • A. United Colonies
    The United Colonies was the collective name for the Thirteen American colonies that united in armed resistance against Great Britain during the early stages of the American Revolutionary War.
  • B. Transamerica Corporation
    Transamerica Corporation is a major American financial services company best known for its life insurance, investment, and retirement products and its iconic association with the Transamerica Pyramid in San Francisco.
  • C. First Trust Bank
    First Trust Bank is a Northern Ireland-based commercial bank known for providing retail and business banking services and, historically, for issuing its own banknotes.
  • D. Capital One
    Capital One is a major American bank holding company best known for its credit card, auto loan, banking, and savings products.
  • E. Ford Motor Credit Company
    Ford Motor Credit Company is the financial services arm of Ford that provides automotive financing and leasing solutions to dealers and customers.
  • 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: Ameriquest Mortgage Company
Triple: [Deval Patrick, boardMemberOf, Ameriquest Mortgage Company]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ameriquest Mortgage Company
Target entity description: 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.
  • A. United Colonies
    The United Colonies was the collective name for the Thirteen American colonies that united in armed resistance against Great Britain during the early stages of the American Revolutionary War.
  • B. Transamerica Corporation
    Transamerica Corporation is a major American financial services company best known for its life insurance, investment, and retirement products and its iconic association with the Transamerica Pyramid in San Francisco.
  • C. First Trust Bank
    First Trust Bank is a Northern Ireland-based commercial bank known for providing retail and business banking services and, historically, for issuing its own banknotes.
  • D. Capital One
    Capital One is a major American bank holding company best known for its credit card, auto loan, banking, and savings products.
  • E. Ford Motor Credit Company
    Ford Motor Credit Company is the financial services arm of Ford that provides automotive financing and leasing solutions to dealers and customers.
  • 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_69a2e848adf881908e5e04f7af030093 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f162f3888190b057ad04e40a30e2 completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a498506418819090190a35e8763982 completed March 1, 2026, 7:49 p.m.
NEDg Description generation batch_69a499da231c8190abd973d9ac3969ff completed March 1, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69a49b0045b481908f5e863d61b7e17e completed March 1, 2026, 8:01 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.