Triple

T15599121
Position Surface form Disambiguated ID Type / Status
Subject Ken Burnett E374983 entity
Predicate notableWork P4 FINISHED
Object Storytelling Can Change the World
"Storytelling Can Change the World" is a book by fundraising expert Ken Burnett that explores how powerful, well-crafted stories can inspire action and transform charitable and social change efforts.
E1166560 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: Storytelling Can Change the World | Statement: [Ken Burnett, notableWork, Storytelling Can Change the World]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Storytelling Can Change the World
Context triple: [Ken Burnett, notableWork, Storytelling Can Change the World]
  • A. The Art of Storytelling
    The Art of Storytelling is a 1999 hip-hop album by Slick Rick that showcases his signature narrative lyricism and witty, character-driven storytelling.
  • B. Telling Stories
    "Telling Stories" is a folk-rock song by American singer-songwriter Tracy Chapman, known for its introspective lyrics and soulful vocal delivery.
  • C. Stories That Matter
    Stories That Matter is the guiding motto of the Peabody Awards, emphasizing their focus on honoring impactful and socially significant storytelling in media.
  • D. How to Change the World
    How to Change the World is a documentary film scored by composer Lesley Barber that chronicles the origins and early activism of the environmental organization Greenpeace.
  • E. How Change Happens
    How Change Happens is a book by legal scholar Cass Sunstein that explores the psychological, social, and institutional dynamics that drive large-scale social and political change.
  • 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: Storytelling Can Change the World
Triple: [Ken Burnett, notableWork, Storytelling Can Change the World]
Generated description
"Storytelling Can Change the World" is a book by fundraising expert Ken Burnett that explores how powerful, well-crafted stories can inspire action and transform charitable and social change efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Storytelling Can Change the World
Target entity description: "Storytelling Can Change the World" is a book by fundraising expert Ken Burnett that explores how powerful, well-crafted stories can inspire action and transform charitable and social change efforts.
  • A. The Art of Storytelling
    The Art of Storytelling is a 1999 hip-hop album by Slick Rick that showcases his signature narrative lyricism and witty, character-driven storytelling.
  • B. Telling Stories
    "Telling Stories" is a folk-rock song by American singer-songwriter Tracy Chapman, known for its introspective lyrics and soulful vocal delivery.
  • C. Stories That Matter
    Stories That Matter is the guiding motto of the Peabody Awards, emphasizing their focus on honoring impactful and socially significant storytelling in media.
  • D. How to Change the World
    How to Change the World is a documentary film scored by composer Lesley Barber that chronicles the origins and early activism of the environmental organization Greenpeace.
  • E. How Change Happens
    How Change Happens is a book by legal scholar Cass Sunstein that explores the psychological, social, and institutional dynamics that drive large-scale social and political change.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e609ab081909feb486a57439960 completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56ccc40c8190a3b1339404e6897f completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff581a25008190b7be08a93d798522 completed May 9, 2026, 3:51 p.m.
NED2 Entity disambiguation (via description) batch_69ff58ad35108190a0549d3d81e6851e completed May 9, 2026, 3:54 p.m.
Created at: April 10, 2026, 4:12 a.m.