Triple
T14439802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quarkus |
E358055
|
entity |
| Predicate | supportsFramework |
P9089
|
FINISHED |
| Object |
SmallRye
SmallRye is an open-source project that provides implementations of various MicroProfile and related specifications, offering foundational libraries and extensions for building cloud-native Java applications.
|
E1099048
|
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: SmallRye | Statement: [Quarkus, supportsFramework, SmallRye]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SmallRye Context triple: [Quarkus, supportsFramework, SmallRye]
-
A.
Quarkus
Quarkus is a Kubernetes-native Java framework optimized for fast startup times and low memory usage, designed primarily for building cloud-native and serverless applications.
-
B.
Eclipse Vert.x
Eclipse Vert.x is a high-performance, event-driven application framework for the Java Virtual Machine designed for building reactive, scalable, and polyglot networked applications.
-
C.
Lightbend
Lightbend is a software company best known for developing the Scala programming language ecosystem and reactive platforms such as the Akka toolkit for building scalable, distributed applications.
-
D.
Jakarta EE
Jakarta EE is a set of specifications that extend the Java SE platform for enterprise-level applications, defining standard APIs for building scalable, secure, and portable Java-based enterprise software.
-
E.
Akka HTTP
Akka HTTP is a toolkit for building asynchronous, high-performance HTTP-based services and clients on the JVM, leveraging Akka’s actor and streaming capabilities.
- 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: SmallRye Triple: [Quarkus, supportsFramework, SmallRye]
Generated description
SmallRye is an open-source project that provides implementations of various MicroProfile and related specifications, offering foundational libraries and extensions for building cloud-native Java applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SmallRye Target entity description: SmallRye is an open-source project that provides implementations of various MicroProfile and related specifications, offering foundational libraries and extensions for building cloud-native Java applications.
-
A.
Quarkus
Quarkus is a Kubernetes-native Java framework optimized for fast startup times and low memory usage, designed primarily for building cloud-native and serverless applications.
-
B.
Eclipse Vert.x
Eclipse Vert.x is a high-performance, event-driven application framework for the Java Virtual Machine designed for building reactive, scalable, and polyglot networked applications.
-
C.
Lightbend
Lightbend is a software company best known for developing the Scala programming language ecosystem and reactive platforms such as the Akka toolkit for building scalable, distributed applications.
-
D.
Jakarta EE
Jakarta EE is a set of specifications that extend the Java SE platform for enterprise-level applications, defining standard APIs for building scalable, secure, and portable Java-based enterprise software.
-
E.
Akka HTTP
Akka HTTP is a toolkit for building asynchronous, high-performance HTTP-based services and clients on the JVM, leveraging Akka’s actor and streaming capabilities.
- 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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de914c1398819090fa2a74d257ba3e |
completed | April 14, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bda6ee88190aeec77092eb3576a |
completed | May 8, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69fd5d8c0e4881908dac3fb5a5ac79bc |
completed | May 8, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5e46c184819092ebb2b5aad28125 |
completed | May 8, 2026, 3:53 a.m. |
Created at: April 10, 2026, 1:18 a.m.