Triple
T14343703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | java.text |
E355661
|
entity |
| Predicate | containsClass |
P9272
|
FINISHED |
| Object |
java.text.MessageFormat
java.text.MessageFormat is a Java class used to produce locale-sensitive, parameterized messages by formatting strings with embedded placeholders.
|
E1094412
|
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.text.MessageFormat | Statement: [java.text, containsClass, java.text.MessageFormat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: java.text.MessageFormat Context triple: [java.text, containsClass, java.text.MessageFormat]
-
A.
MessageFormat.js
MessageFormat.js is a JavaScript library for internationalization that enables complex message formatting with pluralization, gender, and other locale-specific variations.
-
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.
Variable Message Format
Variable Message Format is a NATO tactical data link message standard used to structure and exchange military information between command, control, and communication systems.
-
D.
msgunfmt
msgunfmt is a GNU gettext utility that converts compiled message catalog files back into human-readable PO format for translation editing and analysis.
-
E.
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.
- 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.text.MessageFormat Triple: [java.text, containsClass, java.text.MessageFormat]
Generated description
java.text.MessageFormat is a Java class used to produce locale-sensitive, parameterized messages by formatting strings with embedded placeholders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: java.text.MessageFormat Target entity description: java.text.MessageFormat is a Java class used to produce locale-sensitive, parameterized messages by formatting strings with embedded placeholders.
-
A.
MessageFormat.js
MessageFormat.js is a JavaScript library for internationalization that enables complex message formatting with pluralization, gender, and other locale-specific variations.
-
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.
Variable Message Format
Variable Message Format is a NATO tactical data link message standard used to structure and exchange military information between command, control, and communication systems.
-
D.
msgunfmt
msgunfmt is a GNU gettext utility that converts compiled message catalog files back into human-readable PO format for translation editing and analysis.
-
E.
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.
- 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_69d82790a7e08190877e2d349b2e8d8e |
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.