Triple

T1902459
Position Surface form Disambiguated ID Type / Status
Subject Henry Schultz E37719 entity
Predicate areaOfInfluence P9 FINISHED
Object United States economics profession
The United States economics profession is the community of academic and professional economists in the U.S. whose research, teaching, and policy work shape economic theory, empirical methods, and public economic policy.
E212549 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: United States economics profession | Statement: [Henry Schultz, areaOfInfluence, United States economics profession]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States economics profession
Context triple: [Henry Schultz, areaOfInfluence, United States economics profession]
  • A. Office of the Chief Economist
    The Office of the Chief Economist is a policy and analysis unit within the U.S. Department of Agriculture that provides economic advice, forecasts, and research to inform national agricultural and food policy decisions.
  • B. Office of Economic Research
    The Office of Economic Research is a unit that conducts economic analysis and research to support the regulatory and policy work of the U.S. Securities and Exchange Commission.
  • 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. Elizabeth and James Killian Professor of Economics at Massachusetts Institute of Technology
    The Elizabeth and James Killian Professor of Economics at the Massachusetts Institute of Technology is a prestigious endowed chair in MIT’s economics department held by leading scholar Daron Acemoglu.
  • E. Economic Sciences
    Economic Sciences is the academic discipline that studies how individuals, businesses, governments, and societies allocate scarce resources and make decisions about production, distribution, and consumption.
  • 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: United States economics profession
Triple: [Henry Schultz, areaOfInfluence, United States economics profession]
Generated description
The United States economics profession is the community of academic and professional economists in the U.S. whose research, teaching, and policy work shape economic theory, empirical methods, and public economic policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States economics profession
Target entity description: The United States economics profession is the community of academic and professional economists in the U.S. whose research, teaching, and policy work shape economic theory, empirical methods, and public economic policy.
  • A. Office of the Chief Economist
    The Office of the Chief Economist is a policy and analysis unit within the U.S. Department of Agriculture that provides economic advice, forecasts, and research to inform national agricultural and food policy decisions.
  • B. Office of Economic Research
    The Office of Economic Research is a unit that conducts economic analysis and research to support the regulatory and policy work of the U.S. Securities and Exchange Commission.
  • 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. Elizabeth and James Killian Professor of Economics at Massachusetts Institute of Technology
    The Elizabeth and James Killian Professor of Economics at the Massachusetts Institute of Technology is a prestigious endowed chair in MIT’s economics department held by leading scholar Daron Acemoglu.
  • E. Economic Sciences
    Economic Sciences is the academic discipline that studies how individuals, businesses, governments, and societies allocate scarce resources and make decisions about production, distribution, and consumption.
  • 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_69a8861be7148190a680937ec451a304 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb18f10e48190b2f8c64c42cc55f3 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeaf768888190885ffa1632537445 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb8b3d2c8190b13c03ce944f436a completed March 8, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69adec123cc481908e55dfbe4f4da095 completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:35 p.m.