Triple

T1133874
Position Surface form Disambiguated ID Type / Status
Subject Ian Darwin E23092 entity
Predicate hasProject P14971 FINISHED
Object Darwinsys Java Cookbook examples
Darwinsys Java Cookbook examples is a collection of practical Java code samples and recipes created by Ian Darwin to illustrate solutions to common programming tasks.
 E130986 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: Darwinsys Java Cookbook examples | Statement: [Ian Darwin, hasProject, Darwinsys Java Cookbook examples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Darwinsys Java Cookbook examples
Context triple: [Ian Darwin, hasProject, Darwinsys Java Cookbook examples]
  • 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. Oracle Coherence
    Oracle Coherence is an in-memory data grid and distributed caching solution designed to provide scalable, high-performance data access for Java and enterprise applications.
  • C. JDBC
    JDBC (Java Database Connectivity) is a Java-based API that enables applications to connect to and interact with relational databases in a standardized way.
  • D. Java Sea
    The Java Sea is a shallow, tropical marginal sea in Indonesia, lying between the islands of Java and Borneo and known for its busy shipping routes and rich marine biodiversity.
  • E. Jepsen
    Jepsen is a surname most notably associated with individuals such as display technology innovator Mary Lou Jepsen.
  • 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: Darwinsys Java Cookbook examples
Triple: [Ian Darwin, hasProject, Darwinsys Java Cookbook examples]
Generated description
Darwinsys Java Cookbook examples is a collection of practical Java code samples and recipes created by Ian Darwin to illustrate solutions to common programming tasks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Darwinsys Java Cookbook examples
Target entity description: Darwinsys Java Cookbook examples is a collection of practical Java code samples and recipes created by Ian Darwin to illustrate solutions to common programming tasks.
  • 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. Oracle Coherence
    Oracle Coherence is an in-memory data grid and distributed caching solution designed to provide scalable, high-performance data access for Java and enterprise applications.
  • C. JDBC
    JDBC (Java Database Connectivity) is a Java-based API that enables applications to connect to and interact with relational databases in a standardized way.
  • D. Java Sea
    The Java Sea is a shallow, tropical marginal sea in Indonesia, lying between the islands of Java and Borneo and known for its busy shipping routes and rich marine biodiversity.
  • E. Jepsen
    Jepsen is a surname most notably associated with individuals such as display technology innovator Mary Lou Jepsen.
  • 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.