Triple
T14395493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grails framework |
E356937
|
entity |
| Predicate | previousDeveloper |
P97
|
FINISHED |
| Object |
Grailsware
Grailsware is a software development company known for its early involvement in and contributions to the Grails web application framework.
|
E1096580
|
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: Grailsware | Statement: [Grails framework, previousDeveloper, Grailsware]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grailsware Context triple: [Grails framework, previousDeveloper, Grailsware]
-
A.
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.
-
B.
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.
-
C.
Gradle
Gradle is a powerful, flexible build automation tool and dependency management system widely used in Java and other JVM-based projects.
-
D.
Typesafe
Typesafe is a software company best known for developing and supporting the Scala programming language and the Akka toolkit for building scalable, reactive applications.
-
E.
Pluggers
Pluggers is a long-running American comic panel that humorously depicts the everyday lives and values of blue-collar, middle-American anthropomorphic animal characters.
- 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: Grailsware Triple: [Grails framework, previousDeveloper, Grailsware]
Generated description
Grailsware is a software development company known for its early involvement in and contributions to the Grails web application framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grailsware Target entity description: Grailsware is a software development company known for its early involvement in and contributions to the Grails web application framework.
-
A.
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.
-
B.
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.
-
C.
Gradle
Gradle is a powerful, flexible build automation tool and dependency management system widely used in Java and other JVM-based projects.
-
D.
Typesafe
Typesafe is a software company best known for developing and supporting the Scala programming language and the Akka toolkit for building scalable, reactive applications.
-
E.
Pluggers
Pluggers is a long-running American comic panel that humorously depicts the everyday lives and values of blue-collar, middle-American anthropomorphic animal characters.
- 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_69de902d114881908a8f3c01b3c6d309 |
completed | April 14, 2026, 7:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd551b006c8190b84449f2e2b59b62 |
completed | May 8, 2026, 3:14 a.m. |
| NEDg | Description generation | batch_69fd55d90ed08190b6a0184715f39ff4 |
completed | May 8, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd565d32fc8190acc1e733537a23cb |
completed | May 8, 2026, 3:19 a.m. |
Created at: April 10, 2026, 1:16 a.m.