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.