Triple
T2675994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fiserv Forum |
E56460
|
entity |
| Predicate | namingRightsHolder |
P3318
|
FINISHED |
| Object |
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.
|
E287123
|
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: Fiserv, Inc. | Statement: [Fiserv Forum, namingRightsHolder, Fiserv, Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fiserv, Inc. Context triple: [Fiserv Forum, namingRightsHolder, Fiserv, Inc.]
-
A.
NCR Corporation
NCR Corporation is a global technology company best known for its point-of-sale systems, ATMs, and other financial and retail transaction solutions.
-
B.
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.
-
C.
Capital One
Capital One is a major American bank holding company best known for its credit card, auto loan, banking, and savings products.
-
D.
Citizens Financial Group
Citizens Financial Group is a major U.S.-based regional bank holding company that provides a wide range of retail and commercial banking services.
-
E.
SimCorp
SimCorp is a global provider of investment management software and services used by asset managers, pension funds, and other financial institutions to manage complex portfolios and operations.
- 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: Fiserv, Inc. Triple: [Fiserv Forum, namingRightsHolder, Fiserv, Inc.]
Generated description
Fiserv, Inc. is a global financial technology company that provides payment processing, banking solutions, and related services to financial institutions, businesses, and merchants.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fiserv, Inc. Target entity description: Fiserv, Inc. is a global financial technology company that provides payment processing, banking solutions, and related services to financial institutions, businesses, and merchants.
-
A.
NCR Corporation
NCR Corporation is a global technology company best known for its point-of-sale systems, ATMs, and other financial and retail transaction solutions.
-
B.
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.
-
C.
Capital One
Capital One is a major American bank holding company best known for its credit card, auto loan, banking, and savings products.
-
D.
Citizens Financial Group
Citizens Financial Group is a major U.S.-based regional bank holding company that provides a wide range of retail and commercial banking services.
-
E.
SimCorp
SimCorp is a global provider of investment management software and services used by asset managers, pension funds, and other financial institutions to manage complex portfolios and operations.
- 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_69ab4a4b13fc81909dfdb3f23da46832 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9b3530c819093942cc985f814ef |
completed | March 7, 2026, 7:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa0638a9c8190b48ca5aa56eb66ff |
completed | March 10, 2026, 4:38 a.m. |
| NEDg | Description generation | batch_69afa0e714e08190aa873b8501c89479 |
completed | March 10, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa18335548190b186323227d55e63 |
completed | March 10, 2026, 4:43 a.m. |
Created at: March 6, 2026, 9:54 p.m.