Triple
T7932800
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cloud Armor |
E184222
|
entity |
| Predicate | supportsStandard |
P1587
|
FINISHED |
| Object |
OWASP Top 10 protections
OWASP Top 10 protections are a widely recognized set of security controls and best practices designed to mitigate the most critical web application security risks identified by the Open Web Application Security Project.
|
E697168
|
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: OWASP Top 10 protections | Statement: [Cloud Armor, supportsStandard, OWASP Top 10 protections]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OWASP Top 10 protections Context triple: [Cloud Armor, supportsStandard, OWASP Top 10 protections]
-
A.
Checkmarx
Checkmarx is a cybersecurity company specializing in application security testing solutions that help organizations identify and remediate vulnerabilities in their software code.
-
B.
How to Break Web Software
"How to Break Web Software" is a software testing book that focuses on systematically finding security and reliability flaws in web applications.
-
C.
OWASP ZAP
OWASP ZAP (Zed Attack Proxy) is an open-source web application security testing tool used to find vulnerabilities in web applications.
-
D.
SAST
SAST (Static Application Security Testing) is a security testing methodology that analyzes source code or binaries to identify vulnerabilities early in the software development lifecycle.
-
E.
Continuous Diagnostics and Mitigation tools
Continuous Diagnostics and Mitigation tools are cybersecurity solutions that provide ongoing monitoring, vulnerability management, and risk assessment to help organizations strengthen and maintain their security posture.
- 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: OWASP Top 10 protections Triple: [Cloud Armor, supportsStandard, OWASP Top 10 protections]
Generated description
OWASP Top 10 protections are a widely recognized set of security controls and best practices designed to mitigate the most critical web application security risks identified by the Open Web Application Security Project.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OWASP Top 10 protections Target entity description: OWASP Top 10 protections are a widely recognized set of security controls and best practices designed to mitigate the most critical web application security risks identified by the Open Web Application Security Project.
-
A.
Checkmarx
Checkmarx is a cybersecurity company specializing in application security testing solutions that help organizations identify and remediate vulnerabilities in their software code.
-
B.
How to Break Web Software
"How to Break Web Software" is a software testing book that focuses on systematically finding security and reliability flaws in web applications.
-
C.
OWASP ZAP
OWASP ZAP (Zed Attack Proxy) is an open-source web application security testing tool used to find vulnerabilities in web applications.
-
D.
SAST
SAST (Static Application Security Testing) is a security testing methodology that analyzes source code or binaries to identify vulnerabilities early in the software development lifecycle.
-
E.
Continuous Diagnostics and Mitigation tools
Continuous Diagnostics and Mitigation tools are cybersecurity solutions that provide ongoing monitoring, vulnerability management, and risk assessment to help organizations strengthen and maintain their security posture.
- 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_69ca8290c21c8190906a5ca6fe2b03c4 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3acfd2a88190b1a13cd6fdedc272 |
completed | March 31, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5c041e588190bfbf251ed88d5bcd |
completed | March 31, 2026, 5:30 a.m. |
| NEDg | Description generation | batch_69cb5f22f89c8190a98208bf096a2427 |
completed | March 31, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb76d2dff8819085ad9e10baad1537 |
completed | March 31, 2026, 7:25 a.m. |
Created at: March 30, 2026, 5:08 p.m.