Triple
T815673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ruby |
E17647
|
entity |
| Predicate | hasPackageManager |
P182
|
FINISHED |
| Object |
RubyGems
RubyGems is the standard package management system for the Ruby programming language, used to distribute, install, and manage Ruby libraries and applications.
|
E96209
|
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: RubyGems | Statement: [Ruby, hasPackageManager, RubyGems]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: RubyGems Context triple: [Ruby, hasPackageManager, RubyGems]
-
A.
Ruby
Ruby is a dynamic, object-oriented programming language known for its elegant syntax and its use in the Ruby on Rails web framework.
-
B.
GitHub Packages
GitHub Packages is a software package hosting and management service integrated into GitHub, enabling developers to publish, share, and reuse packages alongside their source code and workflows.
-
C.
Gradle
Gradle is a powerful, flexible build automation tool and dependency management system widely used in Java and other JVM-based projects.
-
D.
Maven
Maven is a widely used build automation and project management tool for Java-based software projects, known for its convention-over-configuration approach and dependency management.
-
E.
npm
npm is the default package manager and registry for Node.js, widely used to share, install, and manage JavaScript libraries and tools.
- 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: RubyGems Triple: [Ruby, hasPackageManager, RubyGems]
Generated description
RubyGems is the standard package management system for the Ruby programming language, used to distribute, install, and manage Ruby libraries and applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: RubyGems Target entity description: RubyGems is the standard package management system for the Ruby programming language, used to distribute, install, and manage Ruby libraries and applications.
-
A.
Ruby
Ruby is a dynamic, object-oriented programming language known for its elegant syntax and its use in the Ruby on Rails web framework.
-
B.
GitHub Packages
GitHub Packages is a software package hosting and management service integrated into GitHub, enabling developers to publish, share, and reuse packages alongside their source code and workflows.
-
C.
Gradle
Gradle is a powerful, flexible build automation tool and dependency management system widely used in Java and other JVM-based projects.
-
D.
Maven
Maven is a widely used build automation and project management tool for Java-based software projects, known for its convention-over-configuration approach and dependency management.
-
E.
npm
npm is the default package manager and registry for Node.js, widely used to share, install, and manage JavaScript libraries and tools.
- 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_69a4937bcaac8190a322524ac6f45a5a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab5157b08190b6c8f2fd455f261e |
completed | March 1, 2026, 9:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d8b0b0c8190a6226d6b8daade25 |
completed | March 3, 2026, 11:23 p.m. |
| NEDg | Description generation | batch_69a782eda49c8190bdaf4fb8db685071 |
completed | March 4, 2026, 12:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a784f6eee48190a348008b931d545b |
completed | March 4, 2026, 1:03 a.m. |
Created at: March 1, 2026, 7:38 p.m.