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.