Triple

T7927498
Position Surface form Disambiguated ID Type / Status
Subject Vicky Pryce E184103 entity
Predicate memberOf P10 FINISHED
Object Society of Business Economists
The Society of Business Economists is a UK-based professional association that brings together economists working in business, finance, and policy to share analysis, research, and best practices.
 E700327 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: Society of Business Economists | Statement: [Vicky Pryce, memberOf, Society of Business Economists]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Society of Business Economists
Context triple: [Vicky Pryce, memberOf, Society of Business Economists]
  • A. Econometric Society
    The Econometric Society is an international scholarly organization dedicated to advancing economic theory in its relation to statistics and mathematics.
  • B. Economist Educational Foundation
    The Economist Educational Foundation is a charitable organization that develops resources and programs to help young people engage critically with current affairs and global issues.
  • C. National Bureau of Economic Research
    The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
  • D. International Economic Association
    The International Economic Association is a global organization that promotes the study and advancement of economics by fostering international collaboration and research among economists.
  • E. Council for the Economy
    The Council for the Economy is a Vatican body that oversees and coordinates the financial and administrative activities of the Holy See and Vatican City.
  • 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: Society of Business Economists
Triple: [Vicky Pryce, memberOf, Society of Business Economists]
Generated description
The Society of Business Economists is a UK-based professional association that brings together economists working in business, finance, and policy to share analysis, research, and best practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Society of Business Economists
Target entity description: The Society of Business Economists is a UK-based professional association that brings together economists working in business, finance, and policy to share analysis, research, and best practices.
  • A. Econometric Society
    The Econometric Society is an international scholarly organization dedicated to advancing economic theory in its relation to statistics and mathematics.
  • B. Economist Educational Foundation
    The Economist Educational Foundation is a charitable organization that develops resources and programs to help young people engage critically with current affairs and global issues.
  • C. National Bureau of Economic Research
    The National Bureau of Economic Research is a leading American nonprofit research organization best known for its influential economic studies and for officially determining U.S. business cycle dates.
  • D. International Economic Association
    The International Economic Association is a global organization that promotes the study and advancement of economics by fostering international collaboration and research among economists.
  • E. Council for the Economy
    The Council for the Economy is a Vatican body that oversees and coordinates the financial and administrative activities of the Holy See and Vatican City.
  • 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_69ca828fe7bc819090f52c88dcd72183 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3aafdb5c8190b7f2ce5349305f78 completed March 31, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bfd08e88190bc6b2d77a148ae57 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7633c5a0819089deb6e89d9acb8e completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb84dc86c8190893d67ce07c51aa0 completed March 31, 2026, 12:04 p.m.
Created at: March 30, 2026, 5:07 p.m.