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.