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 |
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: CFA Institute | Statement: [Abby Joseph Cohen, memberOf, CFA Institute]
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.
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: 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.
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
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_69bd443dbf908190a9401e9c2dc7bd7d |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd74d3b0088190a658864cb120eef4 |
completed | March 20, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb12718388190974df282ec2c6a11 |
completed | March 21, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69beb1d1202881909007f34c23887b35 |
completed | March 21, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beb2547068819092c98b471be691a1 |
completed | March 21, 2026, 2:59 p.m. |
Created at: March 20, 2026, 1:39 p.m.