Triple
T14383854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | java.util |
E356673
|
entity |
| Predicate | containsClass |
P9272
|
FINISHED |
| Object |
java.util.Formatter
java.util.Formatter is a Java utility class that provides locale-sensitive formatting of strings, numbers, and other data types using a printf-style format syntax.
|
E1098238
|
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.Formatter | Statement: [java.util, containsClass, java.util.Formatter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: java.util.Formatter Context triple: [java.util, containsClass, java.util.Formatter]
-
A.
java.text.MessageFormat
java.text.MessageFormat is a Java class used to produce locale-sensitive, parameterized messages by formatting strings with embedded placeholders.
-
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.text.FieldPosition
java.text.FieldPosition is a Java utility class used with formatters to identify and track the position of specific fields (such as date or number components) within formatted text.
-
D.
NSDateFormatter
NSDateFormatter is a Foundation framework class in Apple’s platforms used to convert between NSDate objects and their string representations according to specified date and time formats and locales.
-
E.
NSFormatter
NSFormatter is an abstract Foundation class in Apple’s frameworks used to convert between user-readable text and underlying data values such as numbers, dates, and other formatted content.
- 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.Formatter Triple: [java.util, containsClass, java.util.Formatter]
Generated description
java.util.Formatter is a Java utility class that provides locale-sensitive formatting of strings, numbers, and other data types using a printf-style format syntax.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: java.util.Formatter Target entity description: java.util.Formatter is a Java utility class that provides locale-sensitive formatting of strings, numbers, and other data types using a printf-style format syntax.
-
A.
java.text.MessageFormat
java.text.MessageFormat is a Java class used to produce locale-sensitive, parameterized messages by formatting strings with embedded placeholders.
-
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.text.FieldPosition
java.text.FieldPosition is a Java utility class used with formatters to identify and track the position of specific fields (such as date or number components) within formatted text.
-
D.
NSDateFormatter
NSDateFormatter is a Foundation framework class in Apple’s platforms used to convert between NSDate objects and their string representations according to specified date and time formats and locales.
-
E.
NSFormatter
NSFormatter is an abstract Foundation class in Apple’s frameworks used to convert between user-readable text and underlying data values such as numbers, dates, and other formatted content.
- 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.