Triple
T14439699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spring Boot |
E358053
|
entity |
| Predicate | runtimeComponent |
P14566
|
FINISHED |
| Object |
SpringApplication
SpringApplication is a core Spring Boot class that bootstraps and launches Spring-based applications, handling configuration, startup, and the embedded server lifecycle.
|
E1099372
|
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: SpringApplication | Statement: [Spring Boot, runtimeComponent, SpringApplication]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SpringApplication Context triple: [Spring Boot, runtimeComponent, SpringApplication]
-
A.
Spring Boot
Spring Boot is a Java-based framework that simplifies building and deploying production-ready Spring applications with minimal configuration.
-
B.
Spring Framework
Spring Framework is a widely used open-source Java application framework that provides comprehensive infrastructure support for building enterprise-grade, modular, and testable applications.
-
C.
Jakarta EE application server
A Jakarta EE application server is a software platform that provides the runtime environment and services needed to deploy, manage, and execute enterprise Java applications built on the Jakarta EE specifications.
-
D.
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.
-
E.
Spring
"Spring" is a jazz album by pioneering drummer Tony Williams, known for its adventurous post-bop compositions and innovative ensemble interplay.
- 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: SpringApplication Triple: [Spring Boot, runtimeComponent, SpringApplication]
Generated description
SpringApplication is a core Spring Boot class that bootstraps and launches Spring-based applications, handling configuration, startup, and the embedded server lifecycle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SpringApplication Target entity description: SpringApplication is a core Spring Boot class that bootstraps and launches Spring-based applications, handling configuration, startup, and the embedded server lifecycle.
-
A.
Spring Boot
Spring Boot is a Java-based framework that simplifies building and deploying production-ready Spring applications with minimal configuration.
-
B.
Spring Framework
Spring Framework is a widely used open-source Java application framework that provides comprehensive infrastructure support for building enterprise-grade, modular, and testable applications.
-
C.
Jakarta EE application server
A Jakarta EE application server is a software platform that provides the runtime environment and services needed to deploy, manage, and execute enterprise Java applications built on the Jakarta EE specifications.
-
D.
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.
-
E.
Spring
"Spring" is a jazz album by pioneering drummer Tony Williams, known for its adventurous post-bop compositions and innovative ensemble interplay.
- 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_69fd5bd7f46881908df1a1cea7b6af9b |
completed | May 8, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69fd5d585cc08190908bc5f9b8abdb82 |
completed | May 8, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5e0bbd6c8190b14039b3335692c7 |
completed | May 8, 2026, 3:52 a.m. |
Created at: April 10, 2026, 1:18 a.m.