Triple

T14910865
Position Surface form Disambiguated ID Type / Status
Subject Exploratory Data Analysis E371255 entity
Predicate isDescribedIn P519 FINISHED
Object John W. Tukey's 1977 book "Exploratory Data Analysis" E371255 NE FINISHED

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: John W. Tukey's 1977 book "Exploratory Data Analysis" | Statement: [Exploratory Data Analysis, isDescribedIn, John W. Tukey's 1977 book "Exploratory Data Analysis"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John W. Tukey's 1977 book "Exploratory Data Analysis"
Context triple: [Exploratory Data Analysis, isDescribedIn, John W. Tukey's 1977 book "Exploratory Data Analysis"]
  • A. Exploratory Data Analysis chosen
    Exploratory Data Analysis is a statistical approach, popularized by John W. Tukey, that focuses on using visual and quantitative techniques to summarize data, uncover patterns, and suggest hypotheses before formal modeling.
  • B. Statistical Methods for Research Workers
    Statistical Methods for Research Workers is a foundational 1925 statistics textbook by Ronald A. Fisher that helped establish modern statistical theory and practice in scientific research.
  • C. John W. Tukey
    John W. Tukey was an influential American mathematician and statistician best known for coining the term "bit," developing exploratory data analysis, and creating the box plot and the Fast Fourier Transform (FFT) algorithm.
  • D. Douglas Engelbart’s 1962 report "Augmenting Human Intellect: A Conceptual Framework"
    Douglas Engelbart’s 1962 report "Augmenting Human Intellect: A Conceptual Framework" is a seminal work in computing that outlined a visionary approach to using interactive computers to enhance human problem-solving and collaboration.
  • 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 (3 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_69d85cc7ea3481908228b5acb7d06f12 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded61c6b9c8190a92934d49b98fe46 completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72bb366481909706d511f5ae1290 completed May 8, 2026, 11:33 p.m.
Created at: April 10, 2026, 2:26 a.m.