Triple

T18930830
Position Surface form Disambiguated ID Type / Status
Subject The Unreasonable Effectiveness of Mathematics in the Natural Sciences E463103 entity
Predicate relatedWork P37 FINISHED
Object The Unreasonable Effectiveness of Data — 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: The Unreasonable Effectiveness of Data | Statement: [The Unreasonable Effectiveness of Mathematics in the Natural Sciences, relatedWork, The Unreasonable Effectiveness of Data]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Unreasonable Effectiveness of Data
Context triple: [The Unreasonable Effectiveness of Mathematics in the Natural Sciences, relatedWork, The Unreasonable Effectiveness of Data]
  • A. The Human Face of Big Data
    The Human Face of Big Data is a multimedia project and book that explores how the explosion of digital information is transforming human life, society, and decision-making around the world.
  • B. The Master Algorithm
    The Master Algorithm is a popular science book by Pedro Domingos that explores the unification of different machine learning paradigms into a single, overarching "master" learning algorithm.
  • C. The Future of Data Analysis
    "The Future of Data Analysis" is a seminal 1962 paper by statistician John W. Tukey that helped define and popularize exploratory data analysis and reshaped modern statistical practice.
  • D. The Unreasonable Effectiveness of Mathematics in the Natural Sciences chosen
    The Unreasonable Effectiveness of Mathematics in the Natural Sciences is a landmark 1960 essay by physicist Eugene Wigner that explores why abstract mathematics so powerfully and mysteriously describes physical reality.
  • E. The Joy of Data
    The Joy of Data is a documentary presented by mathematician Hannah Fry that explores how data shapes our world in an accessible and engaging way.
  • 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_69d8dcfdbbb881909964fa5a75bd0b48 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c9bfaee881908d701c5a05528939 completed April 20, 2026, 6:37 a.m.
Created at: April 10, 2026, 11:59 a.m.