Triple

T15011094
Position Surface form Disambiguated ID Type / Status
Subject Shark Tank E377836 entity
Predicate hasRecurringGuestInvestor P90709 FINISHED
Object Rohan Oza
Rohan Oza is a marketing executive and entrepreneur best known for building and investing in major consumer brands like Vitaminwater and for his appearances as a guest investor on Shark Tank.
E1131630 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: Rohan Oza | Statement: [Shark Tank, hasRecurringGuestInvestor, Rohan Oza]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rohan Oza
Context triple: [Shark Tank, hasRecurringGuestInvestor, Rohan Oza]
  • A. Rohan Chand
    Rohan Chand is an American child actor best known for his lead role as Mowgli in the film "Mowgli: Legend of the Jungle" and appearances in movies like "Bad Words" and "Lone Survivor."
  • B. Rohan Murty
    Rohan Murty is an Indian computer scientist, entrepreneur, and philanthropist, known for founding the Murty Classical Library of India and for his work in technology and academia.
  • C. Divyank Turakhia
    Divyank Turakhia is an Indian serial tech entrepreneur and billionaire best known for building and selling multiple internet and ad-tech companies, including those under the Directi Group.
  • D. Vivek Malek
    Vivek Malek is an American attorney and Republican politician who serves as the Missouri State Treasurer.
  • E. Vincent Kapoor
    Vincent Kapoor is a fictional NASA official in Andy Weir’s science-fiction novel and its film adaptation "The Martian," responsible for overseeing the mission to rescue stranded astronaut Mark Watney.
  • 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: Rohan Oza
Triple: [Shark Tank, hasRecurringGuestInvestor, Rohan Oza]
Generated description
Rohan Oza is a marketing executive and entrepreneur best known for building and investing in major consumer brands like Vitaminwater and for his appearances as a guest investor on Shark Tank.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rohan Oza
Target entity description: Rohan Oza is a marketing executive and entrepreneur best known for building and investing in major consumer brands like Vitaminwater and for his appearances as a guest investor on Shark Tank.
  • A. Rohan Chand
    Rohan Chand is an American child actor best known for his lead role as Mowgli in the film "Mowgli: Legend of the Jungle" and appearances in movies like "Bad Words" and "Lone Survivor."
  • B. Rohan Murty
    Rohan Murty is an Indian computer scientist, entrepreneur, and philanthropist, known for founding the Murty Classical Library of India and for his work in technology and academia.
  • C. Divyank Turakhia
    Divyank Turakhia is an Indian serial tech entrepreneur and billionaire best known for building and selling multiple internet and ad-tech companies, including those under the Directi Group.
  • D. Vivek Malek
    Vivek Malek is an American attorney and Republican politician who serves as the Missouri State Treasurer.
  • E. Vincent Kapoor
    Vincent Kapoor is a fictional NASA official in Andy Weir’s science-fiction novel and its film adaptation "The Martian," responsible for overseeing the mission to rescue stranded astronaut Mark Watney.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded734943481908dad4ceed4fe850c completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96a7dcac8190b0153d7cdac03afa completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe98288b348190b4e25b09f83f0ec4 completed May 9, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69fe98e585308190ac0e1c0a91c89113 completed May 9, 2026, 2:16 a.m.
Created at: April 10, 2026, 2:55 a.m.