Triple

T6875669
Position Surface form Disambiguated ID Type / Status
Subject Amanda Palmer E158664 entity
Predicate notableWork P4 FINISHED
Object The Art of Asking
The Art of Asking is a book by musician and performer Amanda Palmer that explores vulnerability, creativity, and the power of asking for help, based on her experiences with crowdfunding and community-building.
 E626369 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: The Art of Asking | Statement: [Amanda Palmer, notableWork, The Art of Asking]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Art of Asking
Context triple: [Amanda Palmer, notableWork, The Art of Asking]
  • A. Seek First to Understand, Then to Be Understood
    "Seek First to Understand, Then to Be Understood" is a communication principle emphasizing empathetic listening before expressing one’s own viewpoint, popularized by Stephen R. Covey in his work on personal and family effectiveness.
  • B. How to Talk to Anyone, Anytime, Anywhere
    "How to Talk to Anyone, Anytime, Anywhere" is a communication skills book by legendary broadcaster Larry King that offers practical advice on improving conversation and interpersonal interactions in a wide range of social and professional situations.
  • C. The Ask and the Answer
    The Ask and the Answer is a young adult science fiction novel by Patrick Ness, the second book in the acclaimed Chaos Walking trilogy, known for its intense exploration of power, morality, and resistance.
  • D. How to Win Friends and Influence People
    How to Win Friends and Influence People is a classic self-help book that teaches practical techniques for improving interpersonal skills, building relationships, and positively influencing others.
  • E. How to Talk Dirty and Influence People
    "How to Talk Dirty and Influence People" is the provocative, semi-autobiographical memoir by groundbreaking American comedian Lenny Bruce, chronicling his life, career, and battles over free speech and censorship.
  • 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: The Art of Asking
Triple: [Amanda Palmer, notableWork, The Art of Asking]
Generated description
The Art of Asking is a book by musician and performer Amanda Palmer that explores vulnerability, creativity, and the power of asking for help, based on her experiences with crowdfunding and community-building.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Art of Asking
Target entity description: The Art of Asking is a book by musician and performer Amanda Palmer that explores vulnerability, creativity, and the power of asking for help, based on her experiences with crowdfunding and community-building.
  • A. Seek First to Understand, Then to Be Understood
    "Seek First to Understand, Then to Be Understood" is a communication principle emphasizing empathetic listening before expressing one’s own viewpoint, popularized by Stephen R. Covey in his work on personal and family effectiveness.
  • B. How to Talk to Anyone, Anytime, Anywhere
    "How to Talk to Anyone, Anytime, Anywhere" is a communication skills book by legendary broadcaster Larry King that offers practical advice on improving conversation and interpersonal interactions in a wide range of social and professional situations.
  • C. The Ask and the Answer
    The Ask and the Answer is a young adult science fiction novel by Patrick Ness, the second book in the acclaimed Chaos Walking trilogy, known for its intense exploration of power, morality, and resistance.
  • D. How to Win Friends and Influence People
    How to Win Friends and Influence People is a classic self-help book that teaches practical techniques for improving interpersonal skills, building relationships, and positively influencing others.
  • E. How to Talk Dirty and Influence People
    "How to Talk Dirty and Influence People" is the provocative, semi-autobiographical memoir by groundbreaking American comedian Lenny Bruce, chronicling his life, career, and battles over free speech and censorship.
  • 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_69c68832af1481908ce356e133ebaebe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8c9e7b481909079b0f1fb1bc217 completed March 27, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742bd0bfc8190971aa9d8b7e6709d completed March 28, 2026, 2:53 a.m.
NEDg Description generation batch_69c74546fb048190924677a3805e4d70 completed March 28, 2026, 3:04 a.m.
NED2 Entity disambiguation (via description) batch_69c745df6de48190b4c50dcb1a5c0231 completed March 28, 2026, 3:07 a.m.
Created at: March 27, 2026, 2:22 p.m.