Triple

T182089
Position Surface form Disambiguated ID Type / Status
Subject Financial Industry Regulatory Authority E3898 entity
Predicate administers P123 FINISHED
Object Series 7 exam
The Series 7 exam is a U.S. licensing test that qualifies individuals to work as general securities representatives, allowing them to sell a broad range of investment products.
 E22980 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: Series 7 exam | Statement: [Financial Industry Regulatory Authority, administers, Series 7 exam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Series 7 exam
Context triple: [Financial Industry Regulatory Authority, administers, Series 7 exam]
  • A. Principles and Practice of Engineering exam
    The Principles and Practice of Engineering exam is a professional licensure test in the United States that assesses the competency of engineers who have gained sufficient work experience to practice independently.
  • B. Fundamentals of Surveying exam
    The Fundamentals of Surveying exam is a standardized professional licensing test in the United States that assesses entry-level knowledge and skills in land surveying.
  • C. Fundamentals of Engineering exam
    The Fundamentals of Engineering exam is a comprehensive standardized test in the United States that serves as the first step toward professional engineering licensure for recent graduates and students nearing completion of an accredited engineering degree.
  • D. Principles and Practice of Surveying exam
    The Principles and Practice of Surveying exam is a professional licensure examination in the United States that assesses the competency and practical knowledge of surveyors seeking to become licensed Professional Surveyors.
  • E. Regulation T
    Regulation T is a Federal Reserve Board rule that governs the extension of credit by securities brokers and dealers, including margin requirements for purchasing securities.
  • 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: Series 7 exam
Triple: [Financial Industry Regulatory Authority, administers, Series 7 exam]
Generated description
The Series 7 exam is a U.S. licensing test that qualifies individuals to work as general securities representatives, allowing them to sell a broad range of investment products.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Series 7 exam
Target entity description: The Series 7 exam is a U.S. licensing test that qualifies individuals to work as general securities representatives, allowing them to sell a broad range of investment products.
  • A. Principles and Practice of Engineering exam
    The Principles and Practice of Engineering exam is a professional licensure test in the United States that assesses the competency of engineers who have gained sufficient work experience to practice independently.
  • B. Fundamentals of Surveying exam
    The Fundamentals of Surveying exam is a standardized professional licensing test in the United States that assesses entry-level knowledge and skills in land surveying.
  • C. Fundamentals of Engineering exam
    The Fundamentals of Engineering exam is a comprehensive standardized test in the United States that serves as the first step toward professional engineering licensure for recent graduates and students nearing completion of an accredited engineering degree.
  • D. Principles and Practice of Surveying exam
    The Principles and Practice of Surveying exam is a professional licensure examination in the United States that assesses the competency and practical knowledge of surveyors seeking to become licensed Professional Surveyors.
  • E. Regulation T
    Regulation T is a Federal Reserve Board rule that governs the extension of credit by securities brokers and dealers, including margin requirements for purchasing securities.
  • 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_69a25497e2f08190a040f8c6e1842643 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25923507c8190bd7f6eda404b0da0 completed Feb. 28, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2fa7e41c88190bf15f5223d215ab8 completed Feb. 28, 2026, 2:23 p.m.
NEDg Description generation batch_69a2fb08e6bc81908d6067dcc9c9ffc9 completed Feb. 28, 2026, 2:26 p.m.
NED2 Entity disambiguation (via description) batch_69a2fb66d9188190b8de873fdb523f8f completed Feb. 28, 2026, 2:27 p.m.
Created at: Feb. 28, 2026, 2:40 a.m.