Triple
T3426031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Groovy |
E72230
|
entity |
| Predicate | ecosystemComponent |
P19967
|
FINISHED |
| Object |
Grails framework
Grails framework is a high-productivity, convention-over-configuration web application framework for the JVM that leverages the Groovy language and integrates tightly with the Spring ecosystem.
|
E356937
|
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: Grails framework | Statement: [Groovy, ecosystemComponent, Grails framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grails framework Context triple: [Groovy, ecosystemComponent, Grails framework]
-
A.
Groovy
Groovy is a dynamic, optionally-typed programming language for the Java platform that enhances Java with concise syntax, scripting capabilities, and powerful metaprogramming features.
-
B.
Ruby on Rails
Ruby on Rails is a popular open-source web application framework that emphasizes convention over configuration and rapid development for building database-backed applications.
-
C.
Play Framework
Play Framework is a high-velocity, stateless web application framework for Java and Scala that emphasizes developer productivity and reactive, scalable architectures.
-
D.
Gradle
Gradle is a powerful, flexible build automation tool and dependency management system widely used in Java and other JVM-based projects.
-
E.
Jakarta RESTful Web Services
Jakarta RESTful Web Services is a Jakarta EE API that simplifies the development of RESTful web services in Java by providing annotations and a standardized programming model for building HTTP-based applications.
- 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: Grails framework Triple: [Groovy, ecosystemComponent, Grails framework]
Generated description
Grails framework is a high-productivity, convention-over-configuration web application framework for the JVM that leverages the Groovy language and integrates tightly with the Spring ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grails framework Target entity description: Grails framework is a high-productivity, convention-over-configuration web application framework for the JVM that leverages the Groovy language and integrates tightly with the Spring ecosystem.
-
A.
Groovy
Groovy is a dynamic, optionally-typed programming language for the Java platform that enhances Java with concise syntax, scripting capabilities, and powerful metaprogramming features.
-
B.
Ruby on Rails
Ruby on Rails is a popular open-source web application framework that emphasizes convention over configuration and rapid development for building database-backed applications.
-
C.
Play Framework
Play Framework is a high-velocity, stateless web application framework for Java and Scala that emphasizes developer productivity and reactive, scalable architectures.
-
D.
Gradle
Gradle is a powerful, flexible build automation tool and dependency management system widely used in Java and other JVM-based projects.
-
E.
Jakarta RESTful Web Services
Jakarta RESTful Web Services is a Jakarta EE API that simplifies the development of RESTful web services in Java by providing annotations and a standardized programming model for building HTTP-based applications.
- 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_69ad85ae14308190bcbc25cfa0246c0b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9812a648190ac919e7291744b5a |
completed | March 8, 2026, 6:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b354766bcc81909fb3124262c93f8f |
completed | March 13, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b35565a688819096c7e5fdf8e944bf |
completed | March 13, 2026, 12:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b355efa89c8190bf9b2eb3c41257b3 |
completed | March 13, 2026, 12:10 a.m. |
Created at: March 8, 2026, 3:15 p.m.