Triple

T15011089
Position Surface form Disambiguated ID Type / Status
Subject Shark Tank E377836 entity
Predicate notableInvestor P27018 FINISHED
Object Daymond John
Daymond John is an American entrepreneur, investor, and branding expert best known as the founder of FUBU and a longtime “shark” on the television show Shark Tank.
E1131628 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: Daymond John | Statement: [Shark Tank, notableInvestor, Daymond John]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daymond John
Context triple: [Shark Tank, notableInvestor, Daymond John]
  • A. Adam Thiel
    Adam Thiel is an American public safety leader and emergency management expert known for serving as a fire commissioner and overseeing disaster preparedness and response efforts.
  • B. Steve Levine
    Steve Levine is a British record producer best known for his work in the 1980s with artists such as Culture Club and The Beach Boys.
  • C. Justin Kan
    Justin Kan is an American entrepreneur and investor best known as the co-founder of the live-streaming platform Twitch and the legal tech company Atrium.
  • D. Ron Conway
    Ron Conway is a prominent Silicon Valley angel investor and venture capitalist known for early-stage investments in major technology companies such as Google and Facebook.
  • E. John Doerr
    John Doerr is a prominent American venture capitalist and early investor in major technology companies such as Google and Amazon.
  • 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: Daymond John
Triple: [Shark Tank, notableInvestor, Daymond John]
Generated description
Daymond John is an American entrepreneur, investor, and branding expert best known as the founder of FUBU and a longtime “shark” on the television show Shark Tank.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daymond John
Target entity description: Daymond John is an American entrepreneur, investor, and branding expert best known as the founder of FUBU and a longtime “shark” on the television show Shark Tank.
  • A. Adam Thiel
    Adam Thiel is an American public safety leader and emergency management expert known for serving as a fire commissioner and overseeing disaster preparedness and response efforts.
  • B. Steve Levine
    Steve Levine is a British record producer best known for his work in the 1980s with artists such as Culture Club and The Beach Boys.
  • C. Justin Kan
    Justin Kan is an American entrepreneur and investor best known as the co-founder of the live-streaming platform Twitch and the legal tech company Atrium.
  • D. Ron Conway
    Ron Conway is a prominent Silicon Valley angel investor and venture capitalist known for early-stage investments in major technology companies such as Google and Facebook.
  • E. John Doerr
    John Doerr is a prominent American venture capitalist and early investor in major technology companies such as Google and Amazon.
  • 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.