Triple

T15966471
Position Surface form Disambiguated ID Type / Status
Subject Investment Banking Division E387203 entity
Predicate worksWith P398 FINISHED
Object Securities Division of Goldman Sachs
The Securities Division of Goldman Sachs is the firm’s trading and markets arm, responsible for sales, trading, and market-making across equities, fixed income, currencies, and commodities for institutional clients.
E1185987 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 Division of Goldman Sachs | Statement: [Investment Banking Division, worksWith, Securities Division of Goldman Sachs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Securities Division of Goldman Sachs
Context triple: [Investment Banking Division, worksWith, Securities Division of Goldman Sachs]
  • A. Division of Investment Management of the SEC
    The Division of Investment Management of the SEC is the U.S. Securities and Exchange Commission unit responsible for regulating and overseeing investment companies, investment advisers, and related financial products to protect investors and promote fair, efficient markets.
  • B. Division of Enforcement of the SEC
    The Division of Enforcement of the SEC is the U.S. Securities and Exchange Commission’s primary investigative and prosecutorial arm responsible for pursuing violations of federal securities laws and protecting investors.
  • C. Division of Trading and Markets of the SEC
    The Division of Trading and Markets of the SEC is the unit responsible for overseeing and regulating U.S. securities markets, broker-dealers, and key market infrastructure to ensure fair, orderly, and efficient trading.
  • D. Division of Examinations of the SEC
    The Division of Examinations of the SEC is the unit within the U.S. Securities and Exchange Commission responsible for conducting inspections and oversight of regulated entities to promote compliance with federal securities laws.
  • E. Office of the Chief Accountant of the SEC
    The Office of the Chief Accountant of the SEC is the division within the U.S. Securities and Exchange Commission responsible for establishing and interpreting accounting and auditing policies to ensure high-quality financial reporting in the securities 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: Securities Division of Goldman Sachs
Triple: [Investment Banking Division, worksWith, Securities Division of Goldman Sachs]
Generated description
The Securities Division of Goldman Sachs is the firm’s trading and markets arm, responsible for sales, trading, and market-making across equities, fixed income, currencies, and commodities for institutional clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Securities Division of Goldman Sachs
Target entity description: The Securities Division of Goldman Sachs is the firm’s trading and markets arm, responsible for sales, trading, and market-making across equities, fixed income, currencies, and commodities for institutional clients.
  • A. Division of Investment Management of the SEC
    The Division of Investment Management of the SEC is the U.S. Securities and Exchange Commission unit responsible for regulating and overseeing investment companies, investment advisers, and related financial products to protect investors and promote fair, efficient markets.
  • B. Division of Enforcement of the SEC
    The Division of Enforcement of the SEC is the U.S. Securities and Exchange Commission’s primary investigative and prosecutorial arm responsible for pursuing violations of federal securities laws and protecting investors.
  • C. Division of Trading and Markets of the SEC
    The Division of Trading and Markets of the SEC is the unit responsible for overseeing and regulating U.S. securities markets, broker-dealers, and key market infrastructure to ensure fair, orderly, and efficient trading.
  • D. Division of Examinations of the SEC
    The Division of Examinations of the SEC is the unit within the U.S. Securities and Exchange Commission responsible for conducting inspections and oversight of regulated entities to promote compliance with federal securities laws.
  • E. Office of the Chief Accountant of the SEC
    The Office of the Chief Accountant of the SEC is the division within the U.S. Securities and Exchange Commission responsible for establishing and interpreting accounting and auditing policies to ensure high-quality financial reporting in the securities 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_69d86da94ccc819083d187f5dc6a123e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15726536881908b603e43ae1acafb completed April 16, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe87149081909ac6129126f597c2 completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf3e80b08190899262a9d03c0e93 completed May 9, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfc0d1548190b7d2e9e10e837f0b completed May 9, 2026, 11:14 p.m.
Created at: April 10, 2026, 4:54 a.m.