Triple
T14439642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spring Framework |
E358052
|
entity |
| Predicate | relatedProject |
P2830
|
FINISHED |
| Object |
Spring Integration
Spring Integration is a module of the Spring ecosystem that provides an implementation of enterprise integration patterns to build message-driven, loosely coupled, and scalable applications.
|
E486216
|
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 Integration | Statement: [Spring Framework, relatedProject, Spring Integration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Integration Context triple: [Spring Framework, relatedProject, Spring Integration]
-
A.
IBM Integration Bus
IBM Integration Bus is an enterprise service bus (ESB) from IBM that enables integration and transformation of data and services across diverse applications, systems, and protocols.
-
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.
Spring Boot
Spring Boot is a Java-based framework that simplifies building and deploying production-ready Spring applications with minimal configuration.
-
D.
RabbitMQ
RabbitMQ is an open-source message broker that implements the Advanced Message Queuing Protocol (AMQP) to enable reliable, scalable communication between distributed applications and services.
-
E.
JMS
JMS is the commonly used abbreviation for J. Michael Straczynski, an American writer and producer best known for creating the science fiction television series "Babylon 5."
- 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 Integration Triple: [Spring Framework, relatedProject, Spring Integration]
Generated description
Spring Integration is a module of the Spring ecosystem that provides an implementation of enterprise integration patterns to build message-driven, loosely coupled, and scalable applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Integration Target entity description: Spring Integration is a module of the Spring ecosystem that provides an implementation of enterprise integration patterns to build message-driven, loosely coupled, and scalable applications.
-
A.
IBM Integration Bus
IBM Integration Bus is an enterprise service bus (ESB) from IBM that enables integration and transformation of data and services across diverse applications, systems, and protocols.
-
B.
Spring Framework
chosen
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.
Spring Boot
Spring Boot is a Java-based framework that simplifies building and deploying production-ready Spring applications with minimal configuration.
-
D.
RabbitMQ
RabbitMQ is an open-source message broker that implements the Advanced Message Queuing Protocol (AMQP) to enable reliable, scalable communication between distributed applications and services.
-
E.
JMS
JMS is the commonly used abbreviation for J. Michael Straczynski, an American writer and producer best known for creating the science fiction television series "Babylon 5."
- F. None of above.
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.