Triple
T2324248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aon Corporation |
E48249
|
entity |
| Predicate | segment |
P889
|
FINISHED |
| Object |
Data & Analytic Services
Data & Analytic Services is a business segment of Aon Corporation that focuses on providing data-driven insights, analytics, and related solutions to support risk management and decision-making for clients.
|
E254853
|
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: Data & Analytic Services | Statement: [Aon Corporation, segment, Data & Analytic Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Data & Analytic Services Context triple: [Aon Corporation, segment, Data & Analytic Services]
-
A.
Data Quality Services
Data Quality Services is a SQL Server component that provides tools for defining, managing, and improving the quality and consistency of data through knowledge-based cleansing and matching.
-
B.
Data Services Department
The Data Services Department is a specialized unit within the OPEC Secretariat responsible for collecting, managing, and analyzing energy and oil market data to support the organization’s research and policy decisions.
-
C.
Data Analysis Expressions
Data Analysis Expressions is a formula and query language used in Microsoft Power BI, Excel, and other Microsoft BI tools to create custom calculations and analyze data in tabular models.
-
D.
Data Studio
Data Studio is Google's free data visualization and business intelligence tool that lets users create interactive, shareable reports and dashboards from multiple data sources.
-
E.
Office of Data Science
The Office of Data Science is a specialized unit that applies advanced data analytics and quantitative methods to support the U.S. Securities and Exchange Commission’s economic, risk, and policy analysis.
- 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: Data & Analytic Services Triple: [Aon Corporation, segment, Data & Analytic Services]
Generated description
Data & Analytic Services is a business segment of Aon Corporation that focuses on providing data-driven insights, analytics, and related solutions to support risk management and decision-making for clients.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Data & Analytic Services Target entity description: Data & Analytic Services is a business segment of Aon Corporation that focuses on providing data-driven insights, analytics, and related solutions to support risk management and decision-making for clients.
-
A.
Data Quality Services
Data Quality Services is a SQL Server component that provides tools for defining, managing, and improving the quality and consistency of data through knowledge-based cleansing and matching.
-
B.
Data Services Department
The Data Services Department is a specialized unit within the OPEC Secretariat responsible for collecting, managing, and analyzing energy and oil market data to support the organization’s research and policy decisions.
-
C.
Data Analysis Expressions
Data Analysis Expressions is a formula and query language used in Microsoft Power BI, Excel, and other Microsoft BI tools to create custom calculations and analyze data in tabular models.
-
D.
Data Studio
Data Studio is Google's free data visualization and business intelligence tool that lets users create interactive, shareable reports and dashboards from multiple data sources.
-
E.
Office of Data Science
The Office of Data Science is a specialized unit that applies advanced data analytics and quantitative methods to support the U.S. Securities and Exchange Commission’s economic, risk, and policy analysis.
- 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.