Triple

T14383856
Position Surface form Disambiguated ID Type / Status
Subject java.util E356673 entity
Predicate containsClass P9272 FINISHED
Object java.util.Observer
java.util.Observer is a deprecated Java interface that defines the update method for objects that receive notifications from an Observable in the classic observer design pattern.
E1098239 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.Observer | Statement: [java.util, containsClass, java.util.Observer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: java.util.Observer
Context triple: [java.util, containsClass, java.util.Observer]
  • A. LifecycleObserver
    LifecycleObserver is an Android Architecture Components interface that lets objects observe and respond to lifecycle events of components like activities and fragments.
  • B. Observer States
    Observer States are non-member countries or entities granted the right to participate without voting in the proceedings of certain United Nations bodies and conferences.
  • C. Observer
    Observer is a behavioral design pattern that defines a one-to-many dependency between objects so that when one object changes state, all its dependents are automatically notified and updated.
  • D. Observer
    "Observer" is a track featured on Gary Numan's influential 1979 synth-pop album *The Pleasure Principle*.
  • E. 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.
  • 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.Observer
Triple: [java.util, containsClass, java.util.Observer]
Generated description
java.util.Observer is a deprecated Java interface that defines the update method for objects that receive notifications from an Observable in the classic observer design pattern.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: java.util.Observer
Target entity description: java.util.Observer is a deprecated Java interface that defines the update method for objects that receive notifications from an Observable in the classic observer design pattern.
  • A. LifecycleObserver
    LifecycleObserver is an Android Architecture Components interface that lets objects observe and respond to lifecycle events of components like activities and fragments.
  • B. Observer States
    Observer States are non-member countries or entities granted the right to participate without voting in the proceedings of certain United Nations bodies and conferences.
  • C. Observer
    Observer is a behavioral design pattern that defines a one-to-many dependency between objects so that when one object changes state, all its dependents are automatically notified and updated.
  • D. Observer
    "Observer" is a track featured on Gary Numan's influential 1979 synth-pop album *The Pleasure Principle*.
  • E. 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.
  • 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.