Triple

T11914097
Position Surface form Disambiguated ID Type / Status
Subject Ben Carlson E283467 entity
Predicate employer P7 FINISHED
Object Ritholtz Wealth Management
Ritholtz Wealth Management is a U.S.-based registered investment advisory firm known for its evidence-based investing approach and prominent financial commentary through blogs, podcasts, and media appearances.
 E953160 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: Ritholtz Wealth Management | Statement: [Ben Carlson, employer, Ritholtz Wealth Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ritholtz Wealth Management
Context triple: [Ben Carlson, employer, Ritholtz Wealth Management]
  • A. Russell Investments
    Russell Investments is a global asset management and investment services firm known for its multi-asset solutions and development of widely used market indexes.
  • B. U.S. Bank Wealth Management
    U.S. Bank Wealth Management is the wealth management arm of U.S. Bank that provides investment, financial planning, and advisory services to individual and institutional clients.
  • C. Walter J. Schloss Associates
    Walter J. Schloss Associates was an investment management firm known for its conservative, deep-value investing approach inspired by Benjamin Graham and run by renowned value investor Walter J. Schloss.
  • D. Newton Investment Management
    Newton Investment Management is a UK-based global investment management firm known for its institutional asset management services and sponsorship of major sporting events.
  • E. Barclays Wealth Management
    Barclays Wealth Management is the private banking and investment management division of Barclays, providing tailored wealth and financial planning services to high-net-worth and affluent clients.
  • 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: Ritholtz Wealth Management
Triple: [Ben Carlson, employer, Ritholtz Wealth Management]
Generated description
Ritholtz Wealth Management is a U.S.-based registered investment advisory firm known for its evidence-based investing approach and prominent financial commentary through blogs, podcasts, and media appearances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ritholtz Wealth Management
Target entity description: Ritholtz Wealth Management is a U.S.-based registered investment advisory firm known for its evidence-based investing approach and prominent financial commentary through blogs, podcasts, and media appearances.
  • A. Russell Investments
    Russell Investments is a global asset management and investment services firm known for its multi-asset solutions and development of widely used market indexes.
  • B. U.S. Bank Wealth Management
    U.S. Bank Wealth Management is the wealth management arm of U.S. Bank that provides investment, financial planning, and advisory services to individual and institutional clients.
  • C. Walter J. Schloss Associates
    Walter J. Schloss Associates was an investment management firm known for its conservative, deep-value investing approach inspired by Benjamin Graham and run by renowned value investor Walter J. Schloss.
  • D. Newton Investment Management
    Newton Investment Management is a UK-based global investment management firm known for its institutional asset management services and sponsorship of major sporting events.
  • E. Barclays Wealth Management
    Barclays Wealth Management is the private banking and investment management division of Barclays, providing tailored wealth and financial planning services to high-net-worth and affluent clients.
  • 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_69d6ab2c07e88190ba13b0d21fd6cf33 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e52a2bc08190b80cc6ccf5779d7c completed April 10, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4186938548190b5ae10e111aece9a completed May 1, 2026, 3:05 a.m.
NEDg Description generation batch_69f41f1e746c81909f78f0e0bf173c7b completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f42291f3608190ab079f939d34cf15 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.