Triple

T22992846
Position Surface form Disambiguated ID Type / Status
Subject Robert Prechter E572097 entity
Predicate memberOf P10 FINISHED
Object Market Technicians Association NE NERFINISHED

How this triple was built (3 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: Market Technicians Association | Statement: [Robert Prechter, memberOf, Market Technicians Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Market Technicians Association
Context triple: [Robert Prechter, memberOf, Market Technicians Association]
  • A. National Association of Securities Dealers
    The National Association of Securities Dealers (NASD) was a self-regulatory organization that oversaw U.S. broker-dealers and securities markets before its regulatory functions were consolidated into the Financial Industry Regulatory Authority (FINRA).
  • B. Japan Securities Dealers Association
    The Japan Securities Dealers Association is a self-regulatory organization that oversees and regulates Japan’s securities firms and markets, including broker-dealer activities.
  • C. National Futures Association
    The National Futures Association is a self-regulatory organization in the United States that oversees and enforces rules for the derivatives, futures, and forex markets to protect investors and maintain market integrity.
  • D. Municipal Securities Rulemaking Board
    The Municipal Securities Rulemaking Board is a U.S. self-regulatory organization that writes investor-protection and market-transparency rules for the municipal bond and related securities markets.
  • E. 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.
  • 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: Market Technicians Association
Target entity description: The Market Technicians Association is a professional organization dedicated to advancing the field of technical analysis and supporting financial market analysts through education, certification, and networking.
  • A. National Association of Securities Dealers
    The National Association of Securities Dealers (NASD) was a self-regulatory organization that oversaw U.S. broker-dealers and securities markets before its regulatory functions were consolidated into the Financial Industry Regulatory Authority (FINRA).
  • B. Japan Securities Dealers Association
    The Japan Securities Dealers Association is a self-regulatory organization that oversees and regulates Japan’s securities firms and markets, including broker-dealer activities.
  • C. National Futures Association
    The National Futures Association is a self-regulatory organization in the United States that oversees and enforces rules for the derivatives, futures, and forex markets to protect investors and maintain market integrity.
  • D. Municipal Securities Rulemaking Board
    The Municipal Securities Rulemaking Board is a U.S. self-regulatory organization that writes investor-protection and market-transparency rules for the municipal bond and related securities markets.
  • E. 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.
  • F. None of above. chosen

Provenance (2 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_69e245b535808190adef8a9df3c584db completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f182f017a88190b02d0649a3af5d99 completed April 29, 2026, 4:02 a.m.
Created at: April 17, 2026, 3:50 p.m.