Triple

T19144299
Position Surface form Disambiguated ID Type / Status
Subject Andrew Leigh E468638 entity
Predicate notableWork P4 FINISHED
Object Innovation + Equality — 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: Innovation + Equality | Statement: [Andrew Leigh, notableWork, Innovation + Equality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Innovation + Equality
Context triple: [Andrew Leigh, notableWork, Innovation + Equality]
  • A. Freedom and Innovation
    Freedom and Innovation is the guiding motto of Ritsumeikan University, emphasizing independent thinking and creative progress in education and research.
  • B. Innovation and Opportunity
    Innovation and Opportunity is the official motto of the University of Wolverhampton, emphasizing its focus on forward-thinking education and expanding prospects for its students.
  • C. Values, Technology and Innovation
    Values, Technology and Innovation is an academic department that studies how ethical, social and cultural values intersect with technological development and innovation within society.
  • D. 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.
  • E. Redefining the Possible
    Redefining the Possible is the official motto of California State University, Sacramento, expressing the institution’s commitment to expanding opportunities and challenging traditional limits in higher education.
  • 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: Innovation + Equality
Target entity description: Innovation + Equality is a policy-focused book by Australian economist and politician Andrew Leigh that argues economic dynamism and social fairness can and should be pursued together.
  • A. Freedom and Innovation
    Freedom and Innovation is the guiding motto of Ritsumeikan University, emphasizing independent thinking and creative progress in education and research.
  • B. Innovation and Opportunity
    Innovation and Opportunity is the official motto of the University of Wolverhampton, emphasizing its focus on forward-thinking education and expanding prospects for its students.
  • C. Values, Technology and Innovation
    Values, Technology and Innovation is an academic department that studies how ethical, social and cultural values intersect with technological development and innovation within society.
  • D. 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.
  • E. Redefining the Possible
    Redefining the Possible is the official motto of California State University, Sacramento, expressing the institution’s commitment to expanding opportunities and challenging traditional limits in higher education.
  • 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_69d8dd084ff48190ac0f8c46ee722629 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e977fa208190aa8cafd0966599c6 completed April 20, 2026, 8:53 a.m.
Created at: April 10, 2026, 12:06 p.m.