Triple

T14439698
Position Surface form Disambiguated ID Type / Status
Subject Spring Boot E358053 entity
Predicate includes P1393 FINISHED
Object spring-boot-starter-actuator
spring-boot-starter-actuator is a Spring Boot starter module that adds production-ready monitoring, metrics, health checks, and management endpoints to Spring applications.
 E1099371 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-actuator | Statement: [Spring Boot, includes, spring-boot-starter-actuator]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: spring-boot-starter-actuator
Context triple: [Spring Boot, includes, spring-boot-starter-actuator]
  • A. Spring Boot
    Spring Boot is a Java-based framework that simplifies building and deploying production-ready Spring applications with minimal configuration.
  • B. OpenTelemetry
    OpenTelemetry is an open-source observability framework that provides standardized APIs, SDKs, and tools for collecting and exporting telemetry data such as traces, metrics, and logs from applications and services.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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-actuator
Triple: [Spring Boot, includes, spring-boot-starter-actuator]
Generated description
spring-boot-starter-actuator is a Spring Boot starter module that adds production-ready monitoring, metrics, health checks, and management endpoints to Spring applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: spring-boot-starter-actuator
Target entity description: spring-boot-starter-actuator is a Spring Boot starter module that adds production-ready monitoring, metrics, health checks, and management endpoints to Spring applications.
  • A. Spring Boot
    Spring Boot is a Java-based framework that simplifies building and deploying production-ready Spring applications with minimal configuration.
  • B. OpenTelemetry
    OpenTelemetry is an open-source observability framework that provides standardized APIs, SDKs, and tools for collecting and exporting telemetry data such as traces, metrics, and logs from applications and services.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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.