Triple

T7242323
Position Surface form Disambiguated ID Type / Status
Subject Guggenheim Partners E156385 entity
Predicate hasDivision P35 FINISHED
Object Guggenheim Investments
Guggenheim Investments is the global asset management and investment advisory arm of Guggenheim Partners, offering a range of fixed income, equity, and alternative investment strategies to institutional and individual investors.
 E156385 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: Guggenheim Investments | Statement: [Guggenheim Partners, hasDivision, Guggenheim Investments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guggenheim Investments
Context triple: [Guggenheim Partners, hasDivision, Guggenheim Investments]
  • A. Guggenheim Partners
    Guggenheim Partners is a global financial services firm specializing in investment management, investment banking, and insurance services for institutional and individual clients.
  • B. Blackrock
    Blackrock is a suburban residential area of Cork city in County Cork, Ireland, known for its riverside location along the River Lee and historic maritime and industrial heritage.
  • C. Goldman Sachs
    Goldman Sachs is a leading global investment banking, securities, and asset management firm headquartered in New York City.
  • D. Goldman
    Goldman is a surname most famously associated with Emma Goldman, the anarchist political activist and writer.
  • E. Brown Brothers Harriman & Co.
    Brown Brothers Harriman & Co. is a long-established American private investment bank and financial services firm known for its influential role in U.S. and global finance.
  • 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: Guggenheim Investments
Triple: [Guggenheim Partners, hasDivision, Guggenheim Investments]
Generated description
Guggenheim Investments is the global asset management and investment advisory arm of Guggenheim Partners, offering a range of fixed income, equity, and alternative investment strategies to institutional and individual investors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guggenheim Investments
Target entity description: Guggenheim Investments is the global asset management and investment advisory arm of Guggenheim Partners, offering a range of fixed income, equity, and alternative investment strategies to institutional and individual investors.
  • A. Guggenheim Partners chosen
    Guggenheim Partners is a global financial services firm specializing in investment management, investment banking, and insurance services for institutional and individual clients.
  • B. Blackrock
    Blackrock is a suburban residential area of Cork city in County Cork, Ireland, known for its riverside location along the River Lee and historic maritime and industrial heritage.
  • C. Goldman Sachs
    Goldman Sachs is a leading global investment banking, securities, and asset management firm headquartered in New York City.
  • D. Goldman
    Goldman is a surname most famously associated with Emma Goldman, the anarchist political activist and writer.
  • E. Brown Brothers Harriman & Co.
    Brown Brothers Harriman & Co. is a long-established American private investment bank and financial services firm known for its influential role in U.S. and global finance.
  • F. None of above.

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_69c68827b5e481908dc05e145b2c92d4 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea56756c8190996c2390902f166a completed March 27, 2026, 8:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d38efa4c8190abd6434188d8c58f completed March 28, 2026, 1:11 p.m.
NEDg Description generation batch_69c7d476df7081909d6e26015ac9135f completed March 28, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_69c7d551870c8190be0b37702d683fbd completed March 28, 2026, 1:19 p.m.
Created at: March 27, 2026, 2:55 p.m.