Triple

T18418778
Position Surface form Disambiguated ID Type / Status
Subject Jean Gomes E441964 entity
Predicate coAuthorOf P2389 FINISHED
Object Leading in a Non-Linear World — NE NERFINISHED

How this triple was built (2 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: Leading in a Non-Linear World | Statement: [Jean Gomes, coAuthorOf, Leading in a Non-Linear World]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leading in a Non-Linear World
Context triple: [Jean Gomes, coAuthorOf, Leading in a Non-Linear World]
  • A. Leading in a Non-Linear World chosen
    Leading in a Non-Linear World is a business and leadership book by Jean Gomes that explores how individuals and organizations can adapt, learn, and thrive amid rapid, complex change.
  • B. Elastic: Flexible Thinking in a Time of Change
    Elastic: Flexible Thinking in a Time of Change is a popular science book by Leonard Mlodinow that explores how adaptive, non-linear thinking helps people and organizations navigate rapid change and uncertainty.
  • C. Living with Complexity
    "Living with Complexity" is a book by cognitive scientist and design theorist Donald A. Norman that explores how thoughtful design can help people understand and manage the inherent complexity of modern technologies and systems.
  • D. Five Minds for the Future
    Five Minds for the Future is a book by psychologist Howard Gardner that outlines five essential cognitive approaches—disciplined, synthesizing, creating, respectful, and ethical minds—needed to thrive in the 21st century.
  • E. Be Fearless principles for innovation and social change
    Be Fearless principles for innovation and social change is a framework developed by philanthropist Jean Case that encourages bold risk-taking, experimentation, and resilience to drive transformative social impact.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69d8b9eb8a508190a942fd75ebd8b1dc completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51a2a0fb08190b409ed200a9d86a6 completed April 19, 2026, 6:08 p.m.
Created at: April 10, 2026, 10:47 a.m.