Triple

T14343128
Position Surface form Disambiguated ID Type / Status
Subject JDK 1.0 E355649 entity
Predicate includesLibrary P1393 FINISHED
Object java.io
java.io is a core Java package that provides classes and interfaces for system input and output through data streams, serialization, and file handling.
 E1094358 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: java.io | Statement: [JDK 1.0, includesLibrary, java.io]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: java.io
Context triple: [JDK 1.0, includesLibrary, java.io]
  • A. java.nio
    java.nio is a Java API package that provides non-blocking I/O, buffer management, and scalable channel-based input/output operations.
  • B. java.util
    java.util is a core Java standard library package that provides fundamental utility classes such as collections, date and time utilities, random number generators, and other commonly used helper functionality.
  • C. java.net
    java.net is a core Java package that provides classes and interfaces for networking, including support for sockets, URLs, and IP addressing.
  • D. IO
    IO is the commonly used abbreviation for the U.S. Department of State’s Bureau of International Organization Affairs, which manages U.S. engagement with international organizations such as the United Nations.
  • E. Java
    Java is a large, densely populated island in Indonesia that has long served as the country’s political and economic center.
  • 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: java.io
Triple: [JDK 1.0, includesLibrary, java.io]
Generated description
java.io is a core Java package that provides classes and interfaces for system input and output through data streams, serialization, and file handling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: java.io
Target entity description: java.io is a core Java package that provides classes and interfaces for system input and output through data streams, serialization, and file handling.
  • A. java.nio
    java.nio is a Java API package that provides non-blocking I/O, buffer management, and scalable channel-based input/output operations.
  • B. java.util
    java.util is a core Java standard library package that provides fundamental utility classes such as collections, date and time utilities, random number generators, and other commonly used helper functionality.
  • C. java.net
    java.net is a core Java package that provides classes and interfaces for networking, including support for sockets, URLs, and IP addressing.
  • D. IO
    IO is the commonly used abbreviation for the U.S. Department of State’s Bureau of International Organization Affairs, which manages U.S. engagement with international organizations such as the United Nations.
  • E. Java
    Java is a large, densely populated island in Indonesia that has long served as the country’s political and economic center.
  • 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_69d8278fa2108190bc0d0e7939c1eb03 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e89ed9c8190acdb647ee618e919 completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd469d899081909103563f209dd944 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47fa764c8190b1d691f5847b7a05 completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd492226888190a014b23e506ab19c completed May 8, 2026, 2:23 a.m.
Created at: April 10, 2026, 1:14 a.m.