Triple

T2862818
Position Surface form Disambiguated ID Type / Status
Subject Ameriquest Mortgage Company E63364 entity
Predicate parentCompany P254 FINISHED
Object ACC Capital Holdings
ACC Capital Holdings was a major U.S. subprime lending conglomerate best known as the corporate parent of Ameriquest Mortgage Company.
 E306567 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: ACC Capital Holdings | Statement: [Ameriquest Mortgage Company, parentCompany, ACC Capital Holdings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ACC Capital Holdings
Context triple: [Ameriquest Mortgage Company, parentCompany, ACC Capital Holdings]
  • A. Capco
    Capco is a global management and technology consultancy specializing in the financial services industry.
  • B. Nash Holdings LLC
    Nash Holdings LLC is the private investment company owned by Jeff Bezos that acquired and oversees The Washington Post.
  • C. Eastern Capital
    Eastern Capital is a historical designation commonly used in East Asian contexts for cities that served as the primary or secondary capital located in the eastern part of a realm.
  • D. HCC Insurance Holdings
    HCC Insurance Holdings is a U.S.-based specialty insurance company known for underwriting niche and high-risk insurance products worldwide.
  • E. ACS Group
    ACS Group is a major Spanish multinational construction and civil engineering company known for its global infrastructure projects and ownership of several large contractors.
  • 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: ACC Capital Holdings
Triple: [Ameriquest Mortgage Company, parentCompany, ACC Capital Holdings]
Generated description
ACC Capital Holdings was a major U.S. subprime lending conglomerate best known as the corporate parent of Ameriquest Mortgage Company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ACC Capital Holdings
Target entity description: ACC Capital Holdings was a major U.S. subprime lending conglomerate best known as the corporate parent of Ameriquest Mortgage Company.
  • A. Capco
    Capco is a global management and technology consultancy specializing in the financial services industry.
  • B. Nash Holdings LLC
    Nash Holdings LLC is the private investment company owned by Jeff Bezos that acquired and oversees The Washington Post.
  • C. Eastern Capital
    Eastern Capital is a historical designation commonly used in East Asian contexts for cities that served as the primary or secondary capital located in the eastern part of a realm.
  • D. HCC Insurance Holdings
    HCC Insurance Holdings is a U.S.-based specialty insurance company known for underwriting niche and high-risk insurance products worldwide.
  • E. ACS Group
    ACS Group is a major Spanish multinational construction and civil engineering company known for its global infrastructure projects and ownership of several large contractors.
  • 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_69ab4c41e8c08190a9e8f5249cc12610 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfb6e6988190b832ee05d8420633 completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01da030a88190b9e23a461695176f completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b02259b4088190aca33f3b80cb4056 completed March 10, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_69b02656f8488190ab0d715d1634b6a7 completed March 10, 2026, 2:10 p.m.
Created at: March 6, 2026, 10:02 p.m.