Triple

T8912935
Position Surface form Disambiguated ID Type / Status
Subject The Design of Experiments E212225 entity
Predicate hasNotableChapter P6720 FINISHED
Object The Principles of Experimentation
The Principles of Experimentation is a key chapter that outlines the fundamental concepts and methodological guidelines for planning, conducting, and interpreting scientific experiments.
E765766 NE FINISHED

How this triple was built (5 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 Principles of Experimentation | Statement: [The Design of Experiments, hasNotableChapter, The Principles of Experimentation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Principles of Experimentation
Context triple: [The Design of Experiments, hasNotableChapter, The Principles of Experimentation]
  • A. The Design of Experiments
    The Design of Experiments is a foundational statistics book by Ronald A. Fisher that established modern principles and methods for planning and analyzing scientific experiments.
  • 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. Some Considerations Touching the Usefulness of Experimental Natural Philosophy
    Some Considerations Touching the Usefulness of Experimental Natural Philosophy is a 17th-century work by Robert Boyle that defends and promotes the value of experimental methods in the study of nature.
  • D. Neyman–Pearson theory of hypothesis testing
    The Neyman–Pearson theory of hypothesis testing is a foundational statistical framework that formalizes how to construct and evaluate tests for competing hypotheses using concepts like Type I and Type II errors and power.
  • E. The Principles of Empirical or Inductive Logic
    The Principles of Empirical or Inductive Logic is a foundational 19th-century work by John Venn that systematically explores the theory and methodology of inductive reasoning in logic and probability.
  • 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 Principles of Experimentation
Triple: [The Design of Experiments, hasNotableChapter, The Principles of Experimentation]
Generated description
The Principles of Experimentation is a key chapter that outlines the fundamental concepts and methodological guidelines for planning, conducting, and interpreting scientific experiments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Principles of Experimentation
Target entity description: The Principles of Experimentation is a key chapter that outlines the fundamental concepts and methodological guidelines for planning, conducting, and interpreting scientific experiments.
  • A. The Design of Experiments
    The Design of Experiments is a foundational statistics book by Ronald A. Fisher that established modern principles and methods for planning and analyzing scientific experiments.
  • 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. Some Considerations Touching the Usefulness of Experimental Natural Philosophy
    Some Considerations Touching the Usefulness of Experimental Natural Philosophy is a 17th-century work by Robert Boyle that defends and promotes the value of experimental methods in the study of nature.
  • D. Neyman–Pearson theory of hypothesis testing
    The Neyman–Pearson theory of hypothesis testing is a foundational statistical framework that formalizes how to construct and evaluate tests for competing hypotheses using concepts like Type I and Type II errors and power.
  • E. The Principles of Empirical or Inductive Logic
    The Principles of Empirical or Inductive Logic is a foundational 19th-century work by John Venn that systematically explores the theory and methodology of inductive reasoning in logic and probability.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNotableChapter
Context triple: [The Design of Experiments, hasNotableChapter, The Principles of Experimentation]
  • A. containsChapter chosen
    Indicates that one entity (typically a larger work or document) includes another entity as a chapter within its structure.
  • B. hadChapterOf
    Indicates that an entity (such as a book or document) includes or contains a specific chapter as one of its parts.
  • C. hasNotableFeature
    Indicates that an entity possesses a specific characteristic, trait, or attribute that is considered significant or noteworthy.
  • D. hasNotableSubject
    Indicates that an entity is associated with a subject that is particularly significant, prominent, or noteworthy in relation to it.
  • E. hasNotableWriter
    Indicates that an entity is associated with a writer who is recognized as significant or distinguished in some notable way.
  • F. None of above.

Provenance (6 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_69ca8393b1808190bd4336787ffa2c40 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6525d1408190a76522d7c4ac37da completed April 1, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfba3c92c481909589e6a3c9469136 completed April 3, 2026, 1:01 p.m.
NEDg Description generation batch_69cfbabf33a08190a18d13b9078c00e2 completed April 3, 2026, 1:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfbba71a948190afc03a1df9e5777c completed April 3, 2026, 1:07 p.m.
PD Predicate disambiguation batch_69cc5ecf55248190a29f00fbf99f13c4 completed March 31, 2026, 11:54 p.m.
Created at: March 30, 2026, 6:56 p.m.