Triple

T838858
Position Surface form Disambiguated ID Type / Status
Subject Thomas Tull E18130 entity
Predicate founded P104 FINISHED
Object Tull Investment Group
Tull Investment Group is a private investment firm established by billionaire entrepreneur and film producer Thomas Tull, focusing on long-term, innovation-driven investments across diverse sectors.
E100554 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: Tull Investment Group | Statement: [Thomas Tull, founded, Tull Investment Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tull Investment Group
Context triple: [Thomas Tull, founded, Tull Investment Group]
  • A. Ariel Investments
    Ariel Investments is a Chicago-based investment management firm known for its focus on value-oriented, long-term investing and its status as one of the largest African American–owned asset management companies in the United States.
  • B. Madrona Venture Group
    Madrona Venture Group is a Seattle-based venture capital firm known for investing in early-stage technology companies, particularly in the Pacific Northwest.
  • C. RedBird Capital Partners
    RedBird Capital Partners is a private investment firm known for its significant stakes in major sports, media, and entertainment properties.
  • D. The Carlyle Group
    The Carlyle Group is a major global private equity and investment firm known for managing large alternative asset portfolios and employing prominent political and financial figures.
  • E. Silver Lake Partners
    Silver Lake Partners is a leading American private equity firm specializing in technology and technology-enabled investments, known for high-profile stakes in major global companies.
  • 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: Tull Investment Group
Triple: [Thomas Tull, founded, Tull Investment Group]
Generated description
Tull Investment Group is a private investment firm established by billionaire entrepreneur and film producer Thomas Tull, focusing on long-term, innovation-driven investments across diverse sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tull Investment Group
Target entity description: Tull Investment Group is a private investment firm established by billionaire entrepreneur and film producer Thomas Tull, focusing on long-term, innovation-driven investments across diverse sectors.
  • A. Ariel Investments
    Ariel Investments is a Chicago-based investment management firm known for its focus on value-oriented, long-term investing and its status as one of the largest African American–owned asset management companies in the United States.
  • B. Madrona Venture Group
    Madrona Venture Group is a Seattle-based venture capital firm known for investing in early-stage technology companies, particularly in the Pacific Northwest.
  • C. RedBird Capital Partners
    RedBird Capital Partners is a private investment firm known for its significant stakes in major sports, media, and entertainment properties.
  • D. The Carlyle Group
    The Carlyle Group is a major global private equity and investment firm known for managing large alternative asset portfolios and employing prominent political and financial figures.
  • E. Silver Lake Partners
    Silver Lake Partners is a leading American private equity firm specializing in technology and technology-enabled investments, known for high-profile stakes in major global companies.
  • 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_69a49389f44881909a608fb27d89f247 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4abe4ab1081909207ae2eec1898d9 completed March 1, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7929860f081909c86f84d7cfe6acb completed March 4, 2026, 2:02 a.m.
NEDg Description generation batch_69a796370f388190b23cd19cc3fa5a3b completed March 4, 2026, 2:17 a.m.
NED2 Entity disambiguation (via description) batch_69a796bee5388190ab0abf0bfa08ad97 completed March 4, 2026, 2:19 a.m.
Created at: March 1, 2026, 7:38 p.m.