Triple
T14441016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apache Struts |
E358081
|
entity |
| Predicate | replacedBy |
P101
|
FINISHED |
| Object |
Struts 2
Struts 2 is a Java-based web application framework that evolved from Apache Struts to provide a more flexible, MVC-focused architecture for building enterprise web applications.
|
E358081
|
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: Struts 2 | Statement: [Apache Struts, replacedBy, Struts 2]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Struts 2 Context triple: [Apache Struts, replacedBy, Struts 2]
-
A.
Apache Struts
Apache Struts is an open-source Java web application framework widely used for building enterprise-grade, MVC-based web applications.
-
B.
Spring Cocoon
Spring Cocoon is a distinctive multi-purpose sports and entertainment complex in Shenzhen, China, known for its cocoon-like architectural design.
-
C.
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.
-
D.
MyFaces
MyFaces is an open-source implementation of the Jakarta Server Faces (JSF) framework that provides components and tools for building Java-based web user interfaces.
-
E.
Jakarta Server Faces
Jakarta Server Faces is a component-based web framework for building server-side user interfaces in Java enterprise 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: Struts 2 Triple: [Apache Struts, replacedBy, Struts 2]
Generated description
Struts 2 is a Java-based web application framework that evolved from Apache Struts to provide a more flexible, MVC-focused architecture for building enterprise web applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Struts 2 Target entity description: Struts 2 is a Java-based web application framework that evolved from Apache Struts to provide a more flexible, MVC-focused architecture for building enterprise web applications.
-
A.
Apache Struts
chosen
Apache Struts is an open-source Java web application framework widely used for building enterprise-grade, MVC-based web applications.
-
B.
Spring Cocoon
Spring Cocoon is a distinctive multi-purpose sports and entertainment complex in Shenzhen, China, known for its cocoon-like architectural design.
-
C.
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.
-
D.
MyFaces
MyFaces is an open-source implementation of the Jakarta Server Faces (JSF) framework that provides components and tools for building Java-based web user interfaces.
-
E.
Jakarta Server Faces
Jakarta Server Faces is a component-based web framework for building server-side user interfaces in Java enterprise applications.
- 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_69fd648d8904819084d720a0fd2ddb4b |
completed | May 8, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_69fd69a2ff888190a46761a10d9aaf25 |
completed | May 8, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd69f5fc888190aea304dc59e8f725 |
completed | May 8, 2026, 4:43 a.m. |
Created at: April 10, 2026, 1:18 a.m.