Triple

T1133843
Position Surface form Disambiguated ID Type / Status
Subject Ian Darwin E23092 entity
Predicate knownFor P22 FINISHED
Object 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.
 E130982 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: the book "Java Cookbook" | Statement: [Ian Darwin, knownFor, the book "Java Cookbook"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: the book "Java Cookbook"
Context triple: [Ian Darwin, knownFor, the book "Java Cookbook"]
  • A. 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.
  • B. The Example
    The Example is a 17th-century stage comedy by English dramatist James Shirley, reflecting the manners and social intrigues of Caroline-era London.
  • C. Programming Pearls
    Programming Pearls is a classic computer science book by Jon Bentley that teaches practical problem-solving, algorithm design, and programming techniques through engaging essays and puzzles.
  • D. The Pragmatic Programmer
    The Pragmatic Programmer is a highly influential software development book that offers practical advice, best practices, and philosophical guidance for writing maintainable, high-quality code and growing as a professional programmer.
  • E. Design Patterns: Elements of Reusable Object-Oriented Software
    Design Patterns: Elements of Reusable Object-Oriented Software is a seminal software engineering book by the "Gang of Four" that catalogues foundational object-oriented design patterns widely used in software development.
  • 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 book "Java Cookbook"
Triple: [Ian Darwin, knownFor, the book "Java Cookbook"]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: the book "Java Cookbook"
Target entity description: "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.
  • A. 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.
  • B. The Example
    The Example is a 17th-century stage comedy by English dramatist James Shirley, reflecting the manners and social intrigues of Caroline-era London.
  • C. Programming Pearls
    Programming Pearls is a classic computer science book by Jon Bentley that teaches practical problem-solving, algorithm design, and programming techniques through engaging essays and puzzles.
  • D. The Pragmatic Programmer
    The Pragmatic Programmer is a highly influential software development book that offers practical advice, best practices, and philosophical guidance for writing maintainable, high-quality code and growing as a professional programmer.
  • E. Design Patterns: Elements of Reusable Object-Oriented Software
    Design Patterns: Elements of Reusable Object-Oriented Software is a seminal software engineering book by the "Gang of Four" that catalogues foundational object-oriented design patterns widely used in software development.
  • 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_69a493ec75988190b63a11bafaec29b4 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bbfe68008190b2307b8107f06a08 completed March 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac59ac2ea881908b9559ff9d47077a completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5a38ebb0819091cb81e23770ae50 completed March 7, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69ac5aa2ad188190b4c6a29e3c2c8d79 completed March 7, 2026, 5:04 p.m.
Created at: March 1, 2026, 7:44 p.m.