Triple

T3244150
Position Surface form Disambiguated ID Type / Status
Subject Fifth Third Bank E68031 entity
Predicate hasSubsidiary P254 FINISHED
Object Fifth Third Equipment Finance
Fifth Third Equipment Finance is a specialized division of Fifth Third Bank that provides equipment financing and leasing solutions to businesses.
E68031 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: Fifth Third Equipment Finance | Statement: [Fifth Third Bank, hasSubsidiary, Fifth Third Equipment Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fifth Third Equipment Finance
Context triple: [Fifth Third Bank, hasSubsidiary, Fifth Third Equipment Finance]
  • A. Fifth Third Bank
    Fifth Third Bank is a major U.S. regional banking corporation offering retail, commercial, and financial services, primarily serving customers across the Midwest and Southeast.
  • B. NextGear Capital
    NextGear Capital is a financial services company that provides inventory financing and related solutions primarily to automotive dealers and other vehicle-based businesses.
  • C. Fiserv, Inc.
    Fiserv, Inc. is a global financial technology company that provides payment processing, banking solutions, and related services to financial institutions, businesses, and merchants.
  • D. Regions Financial Corporation
    Regions Financial Corporation is a U.S.-based bank holding company that provides retail and commercial banking, wealth management, and related financial services, primarily across the Southern and Midwestern United States.
  • E. Trilogy Systems
    Trilogy Systems was a pioneering but ultimately unsuccessful 1980s startup founded by computer architect Gene Amdahl to develop advanced mainframe computers using cutting-edge semiconductor technology.
  • 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: Fifth Third Equipment Finance
Triple: [Fifth Third Bank, hasSubsidiary, Fifth Third Equipment Finance]
Generated description
Fifth Third Equipment Finance is a specialized division of Fifth Third Bank that provides equipment financing and leasing solutions to businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fifth Third Equipment Finance
Target entity description: Fifth Third Equipment Finance is a specialized division of Fifth Third Bank that provides equipment financing and leasing solutions to businesses.
  • A. Fifth Third Bank chosen
    Fifth Third Bank is a major U.S. regional banking corporation offering retail, commercial, and financial services, primarily serving customers across the Midwest and Southeast.
  • B. NextGear Capital
    NextGear Capital is a financial services company that provides inventory financing and related solutions primarily to automotive dealers and other vehicle-based businesses.
  • C. Fiserv, Inc.
    Fiserv, Inc. is a global financial technology company that provides payment processing, banking solutions, and related services to financial institutions, businesses, and merchants.
  • D. Regions Financial Corporation
    Regions Financial Corporation is a U.S.-based bank holding company that provides retail and commercial banking, wealth management, and related financial services, primarily across the Southern and Midwestern United States.
  • E. Trilogy Systems
    Trilogy Systems was a pioneering but ultimately unsuccessful 1980s startup founded by computer architect Gene Amdahl to develop advanced mainframe computers using cutting-edge semiconductor technology.
  • F. None of above.

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_69ad858e4c708190aa31d486cfee8a6a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf1856708190b072efbb27920ade completed March 8, 2026, 5:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2775be7c88190ba60b191f1c51e19 completed March 12, 2026, 8:20 a.m.
NEDg Description generation batch_69b27846372c8190a5c96158bf2a5ff2 completed March 12, 2026, 8:24 a.m.
NED2 Entity disambiguation (via description) batch_69b2791ac4a08190a1cee3cfbca6e6d6 completed March 12, 2026, 8:28 a.m.
Created at: March 8, 2026, 3:08 p.m.