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.