Triple
T2324244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aon Corporation |
E48249
|
entity |
| Predicate | segment |
P889
|
FINISHED |
| Object |
Commercial Risk Solutions
Commercial Risk Solutions is a business segment of Aon Corporation that provides risk management, insurance brokerage, and related advisory services to commercial clients.
|
E254849
|
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: Commercial Risk Solutions | Statement: [Aon Corporation, segment, Commercial Risk Solutions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Commercial Risk Solutions Context triple: [Aon Corporation, segment, Commercial Risk Solutions]
-
A.
Experian
Experian is a global consumer credit reporting agency that collects and analyzes financial data to provide credit scores and related services to individuals and businesses.
-
B.
Global Credit
Global Credit is a division of The Carlyle Group focused on a broad range of credit and debt investment strategies across global markets.
-
C.
TransUnion
TransUnion is one of the three major U.S. credit reporting agencies, providing consumer credit reports, risk scores, and related financial data services to lenders and businesses worldwide.
-
D.
Trade Reporting and Compliance Engine
The Trade Reporting and Compliance Engine (TRACE) is FINRA’s centralized system for collecting and disseminating real-time transaction data on U.S. corporate and other fixed-income securities to enhance market transparency and regulatory oversight.
-
E.
Equifax
Equifax is one of the three major U.S. credit reporting agencies, providing consumer credit information and related financial services worldwide.
- 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: Commercial Risk Solutions Triple: [Aon Corporation, segment, Commercial Risk Solutions]
Generated description
Commercial Risk Solutions is a business segment of Aon Corporation that provides risk management, insurance brokerage, and related advisory services to commercial clients.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Commercial Risk Solutions Target entity description: Commercial Risk Solutions is a business segment of Aon Corporation that provides risk management, insurance brokerage, and related advisory services to commercial clients.
-
A.
Experian
Experian is a global consumer credit reporting agency that collects and analyzes financial data to provide credit scores and related services to individuals and businesses.
-
B.
Global Credit
Global Credit is a division of The Carlyle Group focused on a broad range of credit and debt investment strategies across global markets.
-
C.
TransUnion
TransUnion is one of the three major U.S. credit reporting agencies, providing consumer credit reports, risk scores, and related financial data services to lenders and businesses worldwide.
-
D.
Trade Reporting and Compliance Engine
The Trade Reporting and Compliance Engine (TRACE) is FINRA’s centralized system for collecting and disseminating real-time transaction data on U.S. corporate and other fixed-income securities to enhance market transparency and regulatory oversight.
-
E.
Equifax
Equifax is one of the three major U.S. credit reporting agencies, providing consumer credit information and related financial services worldwide.
- 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_69a88aa308a88190b0b86c011fda7fce |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc6488de481909f018700fa1f9fc7 |
completed | March 7, 2026, 6:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae896de2c48190ada0814d3a4f8497 |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae89e2efd48190a2f0a4702dcbc081 |
completed | March 9, 2026, 8:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8a7726dc8190a18f7f1e1609253a |
completed | March 9, 2026, 8:53 a.m. |
Created at: March 4, 2026, 7:50 p.m.