Triple
T14439628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spring Framework |
E358052
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
Spring Core
Spring Core is the foundational module of the Spring Framework that provides essential features such as dependency injection and inversion of control for building Java 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 Core | Statement: [Spring Framework, component, Spring Core]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Core Context triple: [Spring Framework, component, Spring Core]
-
A.
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.
-
B.
Spring Boot
Spring Boot is a Java-based framework that simplifies building and deploying production-ready Spring applications with minimal configuration.
-
C.
Spring Cocoon
Spring Cocoon is a distinctive multi-purpose sports and entertainment complex in Shenzhen, China, known for its cocoon-like architectural design.
-
D.
Bean
Bean is a common English surname of Old English origin, associated with various notable individuals including the actor Sean Bean.
-
E.
Bean
Bean is a 1997 British-American comedy film based on Rowan Atkinson’s Mr. Bean character, following his chaotic misadventures in the United States.
- 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 Core Triple: [Spring Framework, component, Spring Core]
Generated description
Spring Core is the foundational module of the Spring Framework that provides essential features such as dependency injection and inversion of control for building Java applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Core Target entity description: Spring Core is the foundational module of the Spring Framework that provides essential features such as dependency injection and inversion of control for building Java applications.
-
A.
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.
-
B.
Spring Boot
Spring Boot is a Java-based framework that simplifies building and deploying production-ready Spring applications with minimal configuration.
-
C.
Spring Cocoon
Spring Cocoon is a distinctive multi-purpose sports and entertainment complex in Shenzhen, China, known for its cocoon-like architectural design.
-
D.
Bean
Bean is a common English surname of Old English origin, associated with various notable individuals including the actor Sean Bean.
-
E.
Bean
Bean is a 1997 British-American comedy film based on Rowan Atkinson’s Mr. Bean character, following his chaotic misadventures in the United States.
- 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.