Triple
T3418869
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apache Software Foundation |
E72070
|
entity |
| Predicate | overseesProject |
P11213
|
FINISHED |
| Object |
Apache Struts
Apache Struts is an open-source Java web application framework widely used for building enterprise-grade, MVC-based 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: Apache Struts | Statement: [Apache Software Foundation, overseesProject, Apache Struts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apache Struts Context triple: [Apache Software Foundation, overseesProject, Apache Struts]
-
A.
Jakarta Server Pages
Jakarta Server Pages is a Jakarta EE web technology that enables developers to create dynamic, server-side HTML content using Java-based templates.
-
B.
Apache Software Foundation
The Apache Software Foundation is a non-profit organization that oversees and supports a large ecosystem of open-source software projects, including the Apache HTTP Server and many other widely used tools and frameworks.
-
C.
Jakarta Server Faces
Jakarta Server Faces is a component-based web framework for building server-side user interfaces in Java enterprise applications.
-
D.
Metasploit Framework
Metasploit Framework is an open-source penetration testing platform widely used for developing, testing, and executing exploits against remote targets.
-
E.
IBM HTTP Server
IBM HTTP Server is a web server software from IBM, based on the Apache HTTP Server, designed to provide secure, scalable HTTP services for enterprise environments and IBM middleware.
- 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: Apache Struts Triple: [Apache Software Foundation, overseesProject, Apache Struts]
Generated description
Apache Struts is an open-source Java web application framework widely used for building enterprise-grade, MVC-based web applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apache Struts Target entity description: Apache Struts is an open-source Java web application framework widely used for building enterprise-grade, MVC-based web applications.
-
A.
Jakarta Server Pages
Jakarta Server Pages is a Jakarta EE web technology that enables developers to create dynamic, server-side HTML content using Java-based templates.
-
B.
Apache Software Foundation
The Apache Software Foundation is a non-profit organization that oversees and supports a large ecosystem of open-source software projects, including the Apache HTTP Server and many other widely used tools and frameworks.
-
C.
Jakarta Server Faces
Jakarta Server Faces is a component-based web framework for building server-side user interfaces in Java enterprise applications.
-
D.
Apache Ivy
Apache Ivy is a dependency management tool for Java projects that focuses on flexible configuration and integration with Apache Ant.
-
E.
Metasploit Framework
Metasploit Framework is an open-source penetration testing platform widely used for developing, testing, and executing exploits against remote targets.
- 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_69ad85ad38e48190b7660c5118a35289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb92df1e48190bbf22a47e44579f1 |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3546e710c8190a6b9523b77f6c893 |
completed | March 13, 2026, 12:03 a.m. |
| NEDg | Description generation | batch_69b3584f321c8190841a96be2a6713e1 |
completed | March 13, 2026, 12:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3591b7bc88190825dcd306541ae03 |
completed | March 13, 2026, 12:23 a.m. |
Created at: March 8, 2026, 3:15 p.m.