Triple
T14439641
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spring Framework |
E358052
|
entity |
| Predicate | relatedProject |
P2830
|
FINISHED |
| Object |
Spring Batch
Spring Batch is a lightweight, comprehensive batch processing framework for the Java platform, built on top of the Spring ecosystem to support robust, scalable, and transactional batch jobs.
|
E1099365
|
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 Batch | Statement: [Spring Framework, relatedProject, Spring Batch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Batch Context triple: [Spring Framework, relatedProject, Spring Batch]
-
A.
Jakarta Batch
Jakarta Batch is a Jakarta EE specification that defines a standardized framework for batch processing of large-volume, non-interactive jobs in Java enterprise applications.
-
B.
Spring Boot
Spring Boot is a Java-based framework that simplifies building and deploying production-ready Spring applications with minimal configuration.
-
C.
Apache Gobblin
Apache Gobblin is an open-source distributed data integration framework designed for large-scale data ingestion, replication, and lifecycle management across diverse data sources and sinks.
-
D.
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.
-
E.
JSR 352
JSR 352 is the original Java batch processing specification that defined a standardized model for batch applications on the Java platform.
- 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 Batch Triple: [Spring Framework, relatedProject, Spring Batch]
Generated description
Spring Batch is a lightweight, comprehensive batch processing framework for the Java platform, built on top of the Spring ecosystem to support robust, scalable, and transactional batch jobs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Batch Target entity description: Spring Batch is a lightweight, comprehensive batch processing framework for the Java platform, built on top of the Spring ecosystem to support robust, scalable, and transactional batch jobs.
-
A.
Jakarta Batch
Jakarta Batch is a Jakarta EE specification that defines a standardized framework for batch processing of large-volume, non-interactive jobs in Java enterprise applications.
-
B.
Spring Boot
Spring Boot is a Java-based framework that simplifies building and deploying production-ready Spring applications with minimal configuration.
-
C.
Apache Gobblin
Apache Gobblin is an open-source distributed data integration framework designed for large-scale data ingestion, replication, and lifecycle management across diverse data sources and sinks.
-
D.
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.
-
E.
JSR 352
JSR 352 is the original Java batch processing specification that defined a standardized model for batch applications on the Java platform.
- 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.