Triple

T8005194
Position Surface form Disambiguated ID Type / Status
Subject Roger McNamee E186346 entity
Predicate employer P7 FINISHED
Object TPG Capital
TPG Capital is a major global private equity investment firm known for its large-scale leveraged buyouts and growth capital investments across diverse industries.
 E701722 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: TPG Capital | Statement: [Roger McNamee, employer, TPG Capital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TPG Capital
Context triple: [Roger McNamee, employer, TPG Capital]
  • A. Terra Firma Capital Partners
    Terra Firma Capital Partners is a UK-based private equity firm known for high-profile leveraged buyouts across sectors including music, real estate, and infrastructure.
  • B. RedBird Capital Partners
    RedBird Capital Partners is a private investment firm known for its significant stakes in major sports, media, and entertainment properties.
  • C. Bain Capital
    Bain Capital is a prominent private investment firm based in Boston, known for its leveraged buyouts, private equity, and alternative asset management activities worldwide.
  • D. NextEquity Partners
    NextEquity Partners is a venture capital and private equity firm known for investing in growth-stage technology and innovation-driven companies.
  • E. Point72 Ventures
    Point72 Ventures is a venture capital firm that invests in early-stage technology and financial services companies, backed by Steve Cohen’s Point72 Asset Management.
  • 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: TPG Capital
Triple: [Roger McNamee, employer, TPG Capital]
Generated description
TPG Capital is a major global private equity investment firm known for its large-scale leveraged buyouts and growth capital investments across diverse industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TPG Capital
Target entity description: TPG Capital is a major global private equity investment firm known for its large-scale leveraged buyouts and growth capital investments across diverse industries.
  • A. Terra Firma Capital Partners
    Terra Firma Capital Partners is a UK-based private equity firm known for high-profile leveraged buyouts across sectors including music, real estate, and infrastructure.
  • B. RedBird Capital Partners
    RedBird Capital Partners is a private investment firm known for its significant stakes in major sports, media, and entertainment properties.
  • C. Bain Capital
    Bain Capital is a prominent private investment firm based in Boston, known for its leveraged buyouts, private equity, and alternative asset management activities worldwide.
  • D. NextEquity Partners
    NextEquity Partners is a venture capital and private equity firm known for investing in growth-stage technology and innovation-driven companies.
  • E. Point72 Ventures
    Point72 Ventures is a venture capital firm that invests in early-stage technology and financial services companies, backed by Steve Cohen’s Point72 Asset Management.
  • 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_69ca82aaaf24819084b94d18f699ba53 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3cf5fb588190ada4ec7d8087619c completed March 31, 2026, 3:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe127afe0819092d5ad0c430fadc4 completed March 31, 2026, 2:58 p.m.
NEDg Description generation batch_69cbe442999881909544802bb9a91cd5 completed March 31, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc09c676148190964d4947310ec16a completed March 31, 2026, 5:52 p.m.
Created at: March 30, 2026, 5:18 p.m.