Triple

T1791112
Position Surface form Disambiguated ID Type / Status
Subject Nairobi Securities Exchange E39496 entity
Predicate isMemberOf P10 FINISHED
Object 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.
E202200 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: World Federation of Exchanges | Statement: [Nairobi Securities Exchange, isMemberOf, World Federation of Exchanges]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: World Federation of Exchanges
Context triple: [Nairobi Securities Exchange, isMemberOf, World Federation of Exchanges]
  • A. Federation of European Securities Exchanges
    The Federation of European Securities Exchanges is a European industry association representing the interests of regulated securities exchanges and promoting efficient, transparent capital markets across Europe.
  • B. Intercontinental Exchange
    Intercontinental Exchange is a global operator of financial and commodity markets and exchanges, including the New York Stock Exchange, providing trading, clearing, data, and listing services.
  • C. 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.
  • D. 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).
  • E. Eurex Clearing
    Eurex Clearing is a leading European central counterparty (CCP) that provides clearing and risk management services for a wide range of financial products traded on major exchanges and over-the-counter markets.
  • 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: World Federation of Exchanges
Triple: [Nairobi Securities Exchange, isMemberOf, World Federation of Exchanges]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: World Federation of Exchanges
Target entity description: 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.
  • A. Federation of European Securities Exchanges
    The Federation of European Securities Exchanges is a European industry association representing the interests of regulated securities exchanges and promoting efficient, transparent capital markets across Europe.
  • B. Intercontinental Exchange
    Intercontinental Exchange is a global operator of financial and commodity markets and exchanges, including the New York Stock Exchange, providing trading, clearing, data, and listing services.
  • C. 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.
  • D. 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).
  • E. Eurex Clearing
    Eurex Clearing is a leading European central counterparty (CCP) that provides clearing and risk management services for a wide range of financial products traded on major exchanges and over-the-counter markets.
  • 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_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa65392b2c81909bf4d619bd347f54 completed March 6, 2026, 5:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5d063d48190aef6796ee3957994 completed March 8, 2026, 5:45 p.m.
NEDg Description generation batch_69adb8b54a5081908b7dba1ff0d1a8da completed March 8, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69adb9b7a32481908a11686d658a077a completed March 8, 2026, 6:02 p.m.
Created at: March 4, 2026, 7:32 p.m.