Triple

T254012
Position Surface form Disambiguated ID Type / Status
Subject Bureau of the Fiscal Service E5396 entity
Predicate hasDivision P35 FINISHED
Object Wholesale Securities Services
Wholesale Securities Services is a division of the U.S. Department of the Treasury’s Bureau of the Fiscal Service that manages the issuance, processing, and administration of large-volume government securities for institutional and wholesale investors.
E32901 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: Wholesale Securities Services | Statement: [Bureau of the Fiscal Service, hasDivision, Wholesale Securities Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wholesale Securities Services
Context triple: [Bureau of the Fiscal Service, hasDivision, Wholesale Securities Services]
  • 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. 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.
  • C. 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.
  • D. Nasdaq Data Link
    Nasdaq Data Link is a financial data platform that provides access to a wide range of market, economic, and alternative datasets via APIs and tools for investors, analysts, and developers.
  • E. Securities and Exchange Commission
    The Securities and Exchange Commission is the U.S. federal agency responsible for regulating securities markets, enforcing securities laws, and protecting investors.
  • 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: Wholesale Securities Services
Triple: [Bureau of the Fiscal Service, hasDivision, Wholesale Securities Services]
Generated description
Wholesale Securities Services is a division of the U.S. Department of the Treasury’s Bureau of the Fiscal Service that manages the issuance, processing, and administration of large-volume government securities for institutional and wholesale investors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wholesale Securities Services
Target entity description: Wholesale Securities Services is a division of the U.S. Department of the Treasury’s Bureau of the Fiscal Service that manages the issuance, processing, and administration of large-volume government securities for institutional and wholesale investors.
  • 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. 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.
  • C. 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.
  • D. Nasdaq Data Link
    Nasdaq Data Link is a financial data platform that provides access to a wide range of market, economic, and alternative datasets via APIs and tools for investors, analysts, and developers.
  • E. Securities and Exchange Commission
    The Securities and Exchange Commission is the U.S. federal agency responsible for regulating securities markets, enforcing securities laws, and protecting investors.
  • 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25d548cac819081b1636b2a057c62 completed Feb. 28, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3765f5b408190af6e185d6617ef5b completed Feb. 28, 2026, 11:12 p.m.
NEDg Description generation batch_69a3784b3104819096bfbbfe2fc18d6a completed Feb. 28, 2026, 11:20 p.m.
NED2 Entity disambiguation (via description) batch_69a378ac061c8190b8f38a6711cf821e completed Feb. 28, 2026, 11:22 p.m.
Created at: Feb. 28, 2026, 2:55 a.m.