Triple

T3773632
Position Surface form Disambiguated ID Type / Status
Subject Goldman Sachs E83254 entity
Predicate hasDivision P35 FINISHED
Object Global Markets Division
The Global Markets Division is Goldman Sachs’ core trading and sales arm, providing market-making, risk management, and financing solutions across asset classes to institutional and corporate clients worldwide.
 E387204 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: Global Markets Division | Statement: [Goldman Sachs, hasDivision, Global Markets Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Global Markets Division
Context triple: [Goldman Sachs, hasDivision, Global Markets Division]
  • A. Global Markets
    Global Markets is a unit within the U.S. International Trade Administration that helps American businesses expand their exports and compete in international markets through trade promotion and commercial diplomacy.
  • B. Office of Markets
    The Office of Markets is a unit within the SEC’s Division of Economic and Risk Analysis that focuses on analyzing securities markets, trading practices, and related risks to inform regulatory policy and oversight.
  • C. Large Business and International Division
    The Large Business and International Division is the branch of the U.S. Internal Revenue Service responsible for tax compliance and enforcement for large corporations, partnerships, and international taxpayers.
  • D. Office of Capital Markets
    The Office of Capital Markets is a U.S. Treasury Department unit that oversees and advises on policies affecting financial markets, securities, and capital formation.
  • E. Global Investment Solutions
    Global Investment Solutions is an investment management division of The Carlyle Group that focuses on providing customized portfolio and fund-of-funds solutions to institutional investors worldwide.
  • 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: Global Markets Division
Triple: [Goldman Sachs, hasDivision, Global Markets Division]
Generated description
The Global Markets Division is Goldman Sachs’ core trading and sales arm, providing market-making, risk management, and financing solutions across asset classes to institutional and corporate clients worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Global Markets Division
Target entity description: The Global Markets Division is Goldman Sachs’ core trading and sales arm, providing market-making, risk management, and financing solutions across asset classes to institutional and corporate clients worldwide.
  • A. Global Markets
    Global Markets is a unit within the U.S. International Trade Administration that helps American businesses expand their exports and compete in international markets through trade promotion and commercial diplomacy.
  • B. Office of Markets
    The Office of Markets is a unit within the SEC’s Division of Economic and Risk Analysis that focuses on analyzing securities markets, trading practices, and related risks to inform regulatory policy and oversight.
  • C. Large Business and International Division
    The Large Business and International Division is the branch of the U.S. Internal Revenue Service responsible for tax compliance and enforcement for large corporations, partnerships, and international taxpayers.
  • D. Office of Capital Markets
    The Office of Capital Markets is a U.S. Treasury Department unit that oversees and advises on policies affecting financial markets, securities, and capital formation.
  • E. Global Investment Solutions
    Global Investment Solutions is an investment management division of The Carlyle Group that focuses on providing customized portfolio and fund-of-funds solutions to institutional investors worldwide.
  • 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_69ad8b235e608190b5a2b1d1bfcef50b completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcc57c9e48190a0f254e47348bf32 completed March 8, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e52ebd988190b6e3a7d8069b74be completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e64663b881908469456b15bc2687 completed March 14, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69b4ea0de7708190abe4be1c8af3cd71 completed March 14, 2026, 4:54 a.m.
Created at: March 8, 2026, 3:36 p.m.