Triple

T5972588
Position Surface form Disambiguated ID Type / Status
Subject Federation of European Securities Exchanges E132909 entity
Predicate field P3 FINISHED
Object securities exchanges
Securities exchanges are regulated marketplaces where financial instruments such as stocks, bonds, and derivatives are listed, traded, and priced through the interaction of buyers and sellers.
E559744 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: securities exchanges | Statement: [Federation of European Securities Exchanges, field, securities exchanges]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: securities exchanges
Context triple: [Federation of European Securities Exchanges, field, securities exchanges]
  • A. NASDAQ
    NASDAQ is a major American electronic stock exchange known for listing many of the world’s leading technology and growth companies.
  • B. Stock Exchange Electronic Trading Service
    Stock Exchange Electronic Trading Service is the London Stock Exchange’s electronic order-driven trading platform used for trading liquid UK and international securities.
  • C. NYSE
    The NYSE (New York Stock Exchange) is one of the world’s largest and most influential stock exchanges, where shares of major public companies are bought and sold.
  • D. IEX
    IEX is a U.S. stock exchange known for its investor-protection focus and innovative market structure designed to reduce high-frequency trading advantages.
  • E. United States federal securities markets
    United States federal securities markets are the nationally regulated platforms and systems where securities such as stocks, bonds, and other financial instruments are issued, traded, and overseen under U.S. federal law.
  • 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: securities exchanges
Triple: [Federation of European Securities Exchanges, field, securities exchanges]
Generated description
Securities exchanges are regulated marketplaces where financial instruments such as stocks, bonds, and derivatives are listed, traded, and priced through the interaction of buyers and sellers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: securities exchanges
Target entity description: Securities exchanges are regulated marketplaces where financial instruments such as stocks, bonds, and derivatives are listed, traded, and priced through the interaction of buyers and sellers.
  • A. NASDAQ
    NASDAQ is a major American electronic stock exchange known for listing many of the world’s leading technology and growth companies.
  • B. Stock Exchange Electronic Trading Service
    Stock Exchange Electronic Trading Service is the London Stock Exchange’s electronic order-driven trading platform used for trading liquid UK and international securities.
  • C. NYSE
    The NYSE (New York Stock Exchange) is one of the world’s largest and most influential stock exchanges, where shares of major public companies are bought and sold.
  • D. IEX
    IEX is a U.S. stock exchange known for its investor-protection focus and innovative market structure designed to reduce high-frequency trading advantages.
  • E. United States federal securities markets
    United States federal securities markets are the nationally regulated platforms and systems where securities such as stocks, bonds, and other financial instruments are issued, traded, and overseen under U.S. federal law.
  • 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_69c0086deab081908550159ca23eec9b completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a00c3588190b335d7d3341b6d68 completed March 22, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e40fa2488190b82d604d51b73090 completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0f85e33d8819080d9d721421b4c5b completed March 23, 2026, 8:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0fad0bdf08190bf6599d492848582 completed March 23, 2026, 8:33 a.m.
Created at: March 22, 2026, 4:03 p.m.