Triple

T18301343
Position Surface form Disambiguated ID Type / Status
Subject Bill Gross E438363 entity
Predicate notableWork P4 FINISHED
Object TED talk "The single biggest reason why startups succeed" 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: TED talk "The single biggest reason why startups succeed" | Statement: [Bill Gross, notableWork, TED talk "The single biggest reason why startups succeed"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TED talk "The single biggest reason why startups succeed"
Context triple: [Bill Gross, notableWork, TED talk "The single biggest reason why startups succeed"]
  • A. TED Talk "The Danger of a Single Story"
    TED Talk "The Danger of a Single Story" is a widely acclaimed talk by Nigerian writer Chimamanda Ngozi Adichie that explores how limited, one-dimensional narratives about people and cultures can perpetuate stereotypes and misunderstandings.
  • B. “Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses”
    “Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses” is a business and leadership book that distills former Apple CEO John Sculley’s insights on innovation, disruptive strategy, and scaling companies to massive growth.
  • C. Zero to One
    "Zero to One" is a bestselling business and startup book by entrepreneur and investor Peter Thiel that explores how to build innovative companies that create entirely new markets rather than competing in existing ones.
  • D. TEDx talk "We Should All Be Feminists"
    TEDx talk "We Should All Be Feminists" is a widely acclaimed lecture by Nigerian writer Chimamanda Ngozi Adichie that explores contemporary feminism, gender inequality, and the importance of embracing feminist ideals in everyday life.
  • E. TED Talk "The Price of Shame"
    TED Talk "The Price of Shame" is a widely viewed presentation by Monica Lewinsky in which she reflects on her public humiliation and examines the culture of online shaming and cyberbullying.
  • 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: TED talk "The single biggest reason why startups succeed"
Target entity description: "The single biggest reason why startups succeed" is a popular TED Talk by entrepreneur Bill Gross that analyzes hundreds of startups to identify timing as the most critical factor in their success or failure.
  • A. TED Talk "The Danger of a Single Story"
    TED Talk "The Danger of a Single Story" is a widely acclaimed talk by Nigerian writer Chimamanda Ngozi Adichie that explores how limited, one-dimensional narratives about people and cultures can perpetuate stereotypes and misunderstandings.
  • B. “Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses”
    “Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses” is a business and leadership book that distills former Apple CEO John Sculley’s insights on innovation, disruptive strategy, and scaling companies to massive growth.
  • C. Zero to One
    "Zero to One" is a bestselling business and startup book by entrepreneur and investor Peter Thiel that explores how to build innovative companies that create entirely new markets rather than competing in existing ones.
  • D. TEDx talk "We Should All Be Feminists"
    TEDx talk "We Should All Be Feminists" is a widely acclaimed lecture by Nigerian writer Chimamanda Ngozi Adichie that explores contemporary feminism, gender inequality, and the importance of embracing feminist ideals in everyday life.
  • E. TED Talk "The Price of Shame"
    TED Talk "The Price of Shame" is a widely viewed presentation by Monica Lewinsky in which she reflects on her public humiliation and examines the culture of online shaming and cyberbullying.
  • 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_69d8b915e3e881909125d760c15d0c29 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5017f63dc819083a675d570620f2f completed April 19, 2026, 4:23 p.m.
Created at: April 10, 2026, 10:35 a.m.