Triple

T5077055
Position Surface form Disambiguated ID Type / Status
Subject Abby Joseph Cohen E114422 entity
Predicate memberOf P10 FINISHED
Object CFA Institute
The CFA Institute is a global association of investment professionals best known for administering the Chartered Financial Analyst (CFA) program and promoting high standards of ethics, education, and professional excellence in the finance industry.
 E493126 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: CFA Institute | Statement: [Abby Joseph Cohen, memberOf, CFA Institute]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CFA Institute
Context triple: [Abby Joseph Cohen, memberOf, CFA Institute]
  • A. CFA
    CFA is the abbreviation for Commander Field Army, the senior British Army officer responsible for commanding the Field Army’s operational forces.
  • B. International Organization of Securities Commissions
    The International Organization of Securities Commissions (IOSCO) is a global standard-setting body that brings together securities regulators from around the world to develop and promote high standards for securities markets and investor protection.
  • C. World Federation of Exchanges
    The World Federation of Exchanges is a global industry association representing and promoting the interests, standards, and development of regulated exchanges and clearing houses worldwide.
  • D. Executive Committee of the Investment Company Institute
    The Executive Committee of the Investment Company Institute is a senior governing body that helps set policy and strategic direction for the leading U.S. trade association representing regulated investment funds such as mutual funds and ETFs.
  • E. IFRS Foundation
    The IFRS Foundation is an independent, non-profit organization responsible for developing and promoting International Financial Reporting Standards used globally in financial reporting.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CFA Institute
Target entity description: The CFA Institute is a global association of investment professionals best known for administering the Chartered Financial Analyst (CFA) program and promoting high standards of ethics, education, and professional excellence in the finance industry.
  • A. CFA
    CFA is the abbreviation for Commander Field Army, the senior British Army officer responsible for commanding the Field Army’s operational forces.
  • B. International Organization of Securities Commissions
    The International Organization of Securities Commissions (IOSCO) is a global standard-setting body that brings together securities regulators from around the world to develop and promote high standards for securities markets and investor protection.
  • C. World Federation of Exchanges
    The World Federation of Exchanges is a global industry association representing and promoting the interests, standards, and development of regulated exchanges and clearing houses worldwide.
  • D. Executive Committee of the Investment Company Institute
    The Executive Committee of the Investment Company Institute is a senior governing body that helps set policy and strategic direction for the leading U.S. trade association representing regulated investment funds such as mutual funds and ETFs.
  • E. IFRS Foundation
    The IFRS Foundation is an independent, non-profit organization responsible for developing and promoting International Financial Reporting Standards used globally in financial reporting.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: CFA Institute
Triple: [Abby Joseph Cohen, memberOf, CFA Institute]
Generated description
The CFA Institute is a global association of investment professionals best known for administering the Chartered Financial Analyst (CFA) program and promoting high standards of ethics, education, and professional excellence in the finance industry.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69bd443dbf908190a9401e9c2dc7bd7d elicitation completed
NER batch_69bd74d3b0088190a658864cb120eef4 ner completed
NED1 batch_69beb12718388190974df282ec2c6a11 ned_source_triple completed
NED2 batch_69beb2547068819092c98b471be691a1 ned_description completed
NEDg batch_69beb1d1202881909007f34c23887b35 nedg completed
Created at: March 20, 2026, 1:39 p.m.