Triple

T7666417
Position Surface form Disambiguated ID Type / Status
Subject Kent Beck E173633 entity
Predicate hasWritten P2831 FINISHED
Object "JUnit Pocket Guide"
"JUnit Pocket Guide" is a concise reference book that introduces and explains effective unit testing practices in Java using the JUnit framework.
E679170 NE FINISHED

How this triple was built (4 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: "JUnit Pocket Guide" | Statement: [Kent Beck, hasWritten, "JUnit Pocket Guide"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "JUnit Pocket Guide"
Context triple: [Kent Beck, hasWritten, "JUnit Pocket Guide"]
  • A. Framework for Integrated Test (FIT)
    Framework for Integrated Test (FIT) is an early agile testing framework that lets customers, testers, and developers collaboratively define and automatically execute executable specifications using simple, table-based documents.
  • B. the book "Java Cookbook"
    "Java Cookbook" is a practical programming guide that provides a wide range of hands-on recipes and solutions for common and advanced tasks in the Java language.
  • C. Java Trench
    The Java Trench is a deep oceanic trench in the eastern Indian Ocean formed by the subduction of the Indo-Australian Plate beneath the Sunda Plate, making it one of the world’s deepest and most seismically active marine regions.
  • D. Extreme Programming Explained
    Extreme Programming Explained is a foundational book by Kent Beck that introduces and details the principles, practices, and philosophy of the Extreme Programming (XP) agile software development methodology.
  • E. Minitest
    Minitest is a lightweight, built-in Ruby testing library that provides unit, spec, and mocking capabilities for Ruby applications.
  • 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: "JUnit Pocket Guide"
Triple: [Kent Beck, hasWritten, "JUnit Pocket Guide"]
Generated description
"JUnit Pocket Guide" is a concise reference book that introduces and explains effective unit testing practices in Java using the JUnit framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "JUnit Pocket Guide"
Target entity description: "JUnit Pocket Guide" is a concise reference book that introduces and explains effective unit testing practices in Java using the JUnit framework.
  • A. Framework for Integrated Test (FIT)
    Framework for Integrated Test (FIT) is an early agile testing framework that lets customers, testers, and developers collaboratively define and automatically execute executable specifications using simple, table-based documents.
  • B. the book "Java Cookbook"
    "Java Cookbook" is a practical programming guide that provides a wide range of hands-on recipes and solutions for common and advanced tasks in the Java language.
  • C. Java Trench
    The Java Trench is a deep oceanic trench in the eastern Indian Ocean formed by the subduction of the Indo-Australian Plate beneath the Sunda Plate, making it one of the world’s deepest and most seismically active marine regions.
  • D. Extreme Programming Explained
    Extreme Programming Explained is a foundational book by Kent Beck that introduces and details the principles, practices, and philosophy of the Extreme Programming (XP) agile software development methodology.
  • E. Minitest
    Minitest is a lightweight, built-in Ruby testing library that provides unit, spec, and mocking capabilities for Ruby applications.
  • F. None of above. chosen

Provenance (5 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_69c699562484819086752091e3164a27 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701c1383c8190ab5bf803bd6211a9 completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89b260000819088d744ea8dc53cd2 completed March 29, 2026, 3:23 a.m.
NEDg Description generation batch_69c89c037d188190ace1c5e80a43aba0 completed March 29, 2026, 3:26 a.m.
NED2 Entity disambiguation (via description) batch_69c89c698f2c8190b5d2717835bd1d82 completed March 29, 2026, 3:28 a.m.
Created at: March 27, 2026, 4 p.m.