Triple

T14439695
Position Surface form Disambiguated ID Type / Status
Subject Spring Boot E358053 entity
Predicate includes P1393 FINISHED
Object spring-boot-starter-data-jpa
spring-boot-starter-data-jpa is a Spring Boot starter dependency that simplifies integrating Spring Data JPA and Hibernate for database access in Java applications.
 E1099368 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-data-jpa | Statement: [Spring Boot, includes, spring-boot-starter-data-jpa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: spring-boot-starter-data-jpa
Context triple: [Spring Boot, includes, spring-boot-starter-data-jpa]
  • A. Spring Boot
    Spring Boot is a Java-based framework that simplifies building and deploying production-ready Spring applications with minimal configuration.
  • B. Jhiben Hot Spring
    Jhiben Hot Spring is a popular hot spring resort area in southeastern Taiwan known for its natural thermal waters, scenic mountain surroundings, and spa facilities.
  • C. Java Persistence API
    Java Persistence API is a Java specification that standardizes object-relational mapping and data persistence for Java applications, enabling developers to manage relational data using plain Java objects.
  • D. Jakarta Persistence
    Jakarta Persistence is a Jakarta EE specification that defines a standard API for managing relational data persistence in Java applications using object-relational mapping (ORM).
  • E. Hibernate
    Hibernate is a widely used Java-based object-relational mapping (ORM) framework that simplifies database access by mapping Java objects to relational tables and handling persistence logic.
  • 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-data-jpa
Triple: [Spring Boot, includes, spring-boot-starter-data-jpa]
Generated description
spring-boot-starter-data-jpa is a Spring Boot starter dependency that simplifies integrating Spring Data JPA and Hibernate for database access in Java applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: spring-boot-starter-data-jpa
Target entity description: spring-boot-starter-data-jpa is a Spring Boot starter dependency that simplifies integrating Spring Data JPA and Hibernate for database access in Java applications.
  • A. Spring Boot
    Spring Boot is a Java-based framework that simplifies building and deploying production-ready Spring applications with minimal configuration.
  • B. Jhiben Hot Spring
    Jhiben Hot Spring is a popular hot spring resort area in southeastern Taiwan known for its natural thermal waters, scenic mountain surroundings, and spa facilities.
  • C. Java Persistence API
    Java Persistence API is a Java specification that standardizes object-relational mapping and data persistence for Java applications, enabling developers to manage relational data using plain Java objects.
  • D. Jakarta Persistence
    Jakarta Persistence is a Jakarta EE specification that defines a standard API for managing relational data persistence in Java applications using object-relational mapping (ORM).
  • E. Hibernate
    Hibernate is a widely used Java-based object-relational mapping (ORM) framework that simplifies database access by mapping Java objects to relational tables and handling persistence logic.
  • 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.