Triple
T10209904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arvato |
E242298
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Arvato Financial Solutions
Arvato Financial Solutions is a global provider of financial and credit management services, offering solutions such as risk management, payment processing, and debt collection for businesses.
|
E850363
|
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: Arvato Financial Solutions | Statement: [Arvato, hasDivision, Arvato Financial Solutions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arvato Financial Solutions Context triple: [Arvato, hasDivision, Arvato Financial Solutions]
-
A.
Arvato Supply Chain Solutions
Arvato Supply Chain Solutions is a global logistics and supply chain management provider offering end-to-end services such as warehousing, fulfillment, and distribution for various industries.
-
B.
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.
-
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.
Alliance Data Systems
Alliance Data Systems is a U.S.-based provider of data-driven marketing, loyalty, and private-label credit card services for retailers and other consumer-facing businesses.
-
E.
First Data Corporation
First Data Corporation is a global financial services and payment processing company that provides merchant transaction processing, point-of-sale solutions, and related technology services to businesses and financial institutions.
- 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: Arvato Financial Solutions Triple: [Arvato, hasDivision, Arvato Financial Solutions]
Generated description
Arvato Financial Solutions is a global provider of financial and credit management services, offering solutions such as risk management, payment processing, and debt collection for businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arvato Financial Solutions Target entity description: Arvato Financial Solutions is a global provider of financial and credit management services, offering solutions such as risk management, payment processing, and debt collection for businesses.
-
A.
Arvato Supply Chain Solutions
Arvato Supply Chain Solutions is a global logistics and supply chain management provider offering end-to-end services such as warehousing, fulfillment, and distribution for various industries.
-
B.
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.
-
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.
Alliance Data Systems
Alliance Data Systems is a U.S.-based provider of data-driven marketing, loyalty, and private-label credit card services for retailers and other consumer-facing businesses.
-
E.
First Data Corporation
First Data Corporation is a global financial services and payment processing company that provides merchant transaction processing, point-of-sale solutions, and related technology services to businesses and financial institutions.
- 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_69d381ae26c48190985abd0e25ee5d04 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d395fbed008190b66996f5bb397853 |
completed | April 6, 2026, 11:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6a7f6730081908b941eaeb6c00993 |
completed | April 8, 2026, 7:09 p.m. |
| NEDg | Description generation | batch_69d6ad94a6a881908d4c3b4408695d5b |
completed | April 8, 2026, 7:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6d02015bc8190a7041a7d725c8a1b |
completed | April 8, 2026, 10:01 p.m. |
Created at: April 6, 2026, 11 a.m.