Triple

T22943650
Position Surface form Disambiguated ID Type / Status
Subject Vivek Ramaswamy E569805 entity
Predicate founded P104 FINISHED
Object Roivant Sciences NE NERFINISHED

How this triple was built (3 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: Roivant Sciences | Statement: [Vivek Ramaswamy, founded, Roivant Sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roivant Sciences
Context triple: [Vivek Ramaswamy, founded, Roivant Sciences]
  • A. Flagship Pioneering
    Flagship Pioneering is a venture creation firm and life sciences investment company known for founding and building innovative biotechnology companies, including Moderna.
  • B. Verily Life Sciences LLC
    Verily Life Sciences LLC is a health-focused research and technology company that develops tools and platforms to collect, organize, and analyze health data, particularly in areas like clinical research, precision health, and disease management.
  • C. Ridgeback Biotherapeutics
    Ridgeback Biotherapeutics is a biotechnology company focused on developing antiviral and immunotherapy treatments for serious infectious diseases, including Ebola and COVID-19.
  • D. Portola Pharmaceuticals
    Portola Pharmaceuticals is a biopharmaceutical company specializing in the development of therapies for thrombosis and other hematologic conditions.
  • E. Insitro
    Insitro is a biotechnology company that uses machine learning and high-throughput biology to accelerate drug discovery and development.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roivant Sciences
Target entity description: Roivant Sciences is a biopharmaceutical company known for acquiring and developing underutilized drug candidates through a portfolio of specialized subsidiary firms.
  • A. Flagship Pioneering
    Flagship Pioneering is a venture creation firm and life sciences investment company known for founding and building innovative biotechnology companies, including Moderna.
  • B. Verily Life Sciences LLC
    Verily Life Sciences LLC is a health-focused research and technology company that develops tools and platforms to collect, organize, and analyze health data, particularly in areas like clinical research, precision health, and disease management.
  • C. Ridgeback Biotherapeutics
    Ridgeback Biotherapeutics is a biotechnology company focused on developing antiviral and immunotherapy treatments for serious infectious diseases, including Ebola and COVID-19.
  • D. Portola Pharmaceuticals
    Portola Pharmaceuticals is a biopharmaceutical company specializing in the development of therapies for thrombosis and other hematologic conditions.
  • E. Insitro
    Insitro is a biotechnology company that uses machine learning and high-throughput biology to accelerate drug discovery and development.
  • F. None of above. chosen

Provenance (2 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_69e24590862c8190858f180ad302adab completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1819b65dc8190b9456346e7284ddf completed April 29, 2026, 3:57 a.m.
Created at: April 17, 2026, 3:45 p.m.