Triple
T14439694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spring Boot |
E358053
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
spring-boot-starter-web
spring-boot-starter-web is a Spring Boot starter dependency that bundles the libraries and configuration needed to quickly build and run web applications and RESTful services in Java.
|
E1099367
|
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: spring-boot-starter-web | Statement: [Spring Boot, includes, spring-boot-starter-web]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: spring-boot-starter-web Context triple: [Spring Boot, includes, spring-boot-starter-web]
-
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 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.
-
D.
Play Framework
Play Framework is a high-velocity, stateless web application framework for Java and Scala that emphasizes developer productivity and reactive, scalable architectures.
-
E.
Starling framework
Starling framework is a 2D game development framework for ActionScript that leverages GPU acceleration to create high-performance graphics on the Adobe AIR and Flash platforms.
- 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: spring-boot-starter-web Triple: [Spring Boot, includes, spring-boot-starter-web]
Generated description
spring-boot-starter-web is a Spring Boot starter dependency that bundles the libraries and configuration needed to quickly build and run web applications and RESTful services in Java.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: spring-boot-starter-web Target entity description: spring-boot-starter-web is a Spring Boot starter dependency that bundles the libraries and configuration needed to quickly build and run web applications and RESTful services in Java.
-
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 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.
-
D.
Play Framework
Play Framework is a high-velocity, stateless web application framework for Java and Scala that emphasizes developer productivity and reactive, scalable architectures.
-
E.
Starling framework
Starling framework is a 2D game development framework for ActionScript that leverages GPU acceleration to create high-performance graphics on the Adobe AIR and Flash platforms.
- 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.