Triple

T15966460
Position Surface form Disambiguated ID Type / Status
Subject Investment Banking Division E387203 entity
Predicate hasSubUnit P35 FINISHED
Object Equity Capital Markets group
The Equity Capital Markets group is a specialized investment banking team that advises companies on raising capital through equity offerings such as IPOs, follow-on offerings, and convertible securities.
E1185985 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: Equity Capital Markets group | Statement: [Investment Banking Division, hasSubUnit, Equity Capital Markets group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Equity Capital Markets group
Context triple: [Investment Banking Division, hasSubUnit, Equity Capital Markets group]
  • A. Capital Markets Bureau
    The Capital Markets Bureau is a division of South Korea’s financial regulator responsible for overseeing and developing policies for the nation’s capital markets and securities industry.
  • B. Investment Banking Division
    The Investment Banking Division is the core business unit of Goldman Sachs responsible for advising corporations, governments, and institutions on mergers and acquisitions, capital raising, and other strategic financial transactions.
  • C. Trading & Investment Group
    Trading & Investment Group is a business division of Samsung C&T Corporation that focuses on global trading, investment, and resource development activities.
  • 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. Markets Division
    The Markets Division is a branch of the Colorado Department of Agriculture responsible for promoting and supporting the marketing, development, and economic growth of the state's agricultural products and industries.
  • 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: Equity Capital Markets group
Triple: [Investment Banking Division, hasSubUnit, Equity Capital Markets group]
Generated description
The Equity Capital Markets group is a specialized investment banking team that advises companies on raising capital through equity offerings such as IPOs, follow-on offerings, and convertible securities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Equity Capital Markets group
Target entity description: The Equity Capital Markets group is a specialized investment banking team that advises companies on raising capital through equity offerings such as IPOs, follow-on offerings, and convertible securities.
  • A. Capital Markets Bureau
    The Capital Markets Bureau is a division of South Korea’s financial regulator responsible for overseeing and developing policies for the nation’s capital markets and securities industry.
  • B. Investment Banking Division
    The Investment Banking Division is the core business unit of Goldman Sachs responsible for advising corporations, governments, and institutions on mergers and acquisitions, capital raising, and other strategic financial transactions.
  • C. Trading & Investment Group
    Trading & Investment Group is a business division of Samsung C&T Corporation that focuses on global trading, investment, and resource development activities.
  • 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. Markets Division
    The Markets Division is a branch of the Colorado Department of Agriculture responsible for promoting and supporting the marketing, development, and economic growth of the state's agricultural products and industries.
  • 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.