Triple

T14383845
Position Surface form Disambiguated ID Type / Status
Subject java.util E356673 entity
Predicate containsClass P9272 FINISHED
Object java.util.PropertyResourceBundle
java.util.PropertyResourceBundle is a Java class that implements a resource bundle backed by a properties file, typically used for internationalization and localization of applications.
 E1098234 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.util.PropertyResourceBundle | Statement: [java.util, containsClass, java.util.PropertyResourceBundle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: java.util.PropertyResourceBundle
Context triple: [java.util, containsClass, java.util.PropertyResourceBundle]
  • A. XAResource
    XAResource is a core Jakarta Transactions interface that enables transactional coordination and two-phase commit between a transaction manager and resource managers such as databases or message queues.
  • B. java.text
    java.text is a Java standard library package that provides classes and interfaces for formatting and parsing text, dates, numbers, and messages in a locale-sensitive manner.
  • C. java.util.Locale
    java.util.Locale is a Java class that represents a specific geographical, political, or cultural region used for internationalization of text, formatting, and other locale-sensitive operations.
  • D. java.text.MessageFormat
    java.text.MessageFormat is a Java class used to produce locale-sensitive, parameterized messages by formatting strings with embedded placeholders.
  • E. Unicode CLDR
    Unicode CLDR is a standardized, collaboratively maintained repository of locale data that underpins internationalization and localization features in software and digital platforms worldwide.
  • 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.util.PropertyResourceBundle
Triple: [java.util, containsClass, java.util.PropertyResourceBundle]
Generated description
java.util.PropertyResourceBundle is a Java class that implements a resource bundle backed by a properties file, typically used for internationalization and localization of applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: java.util.PropertyResourceBundle
Target entity description: java.util.PropertyResourceBundle is a Java class that implements a resource bundle backed by a properties file, typically used for internationalization and localization of applications.
  • A. XAResource
    XAResource is a core Jakarta Transactions interface that enables transactional coordination and two-phase commit between a transaction manager and resource managers such as databases or message queues.
  • B. java.text
    java.text is a Java standard library package that provides classes and interfaces for formatting and parsing text, dates, numbers, and messages in a locale-sensitive manner.
  • C. java.util.Locale
    java.util.Locale is a Java class that represents a specific geographical, political, or cultural region used for internationalization of text, formatting, and other locale-sensitive operations.
  • D. java.text.MessageFormat
    java.text.MessageFormat is a Java class used to produce locale-sensitive, parameterized messages by formatting strings with embedded placeholders.
  • E. Unicode CLDR
    Unicode CLDR is a standardized, collaboratively maintained repository of locale data that underpins internationalization and localization features in software and digital platforms worldwide.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de900d28c88190a37feee4743563de completed April 14, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5511c9e4819089dcbf089ca0dc6a completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5671340081909d87978be2a5522b completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd57a787988190bec179e276fe7014 completed May 8, 2026, 3:25 a.m.
Created at: April 10, 2026, 1:16 a.m.