Triple
T12204754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Enhanced Small Arms Protective Insert |
E290807
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
ESAPI
ESAPI is a type of advanced ceramic body armor plate used by military forces to provide enhanced protection against high-velocity rifle rounds.
|
E975231
|
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: ESAPI | Statement: [Enhanced Small Arms Protective Insert, abbreviation, ESAPI]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ESAPI Context triple: [Enhanced Small Arms Protective Insert, abbreviation, ESAPI]
-
A.
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.
-
B.
OWASP
OWASP is a global non-profit organization focused on improving the security of software through open-source projects, community-led initiatives, and educational resources.
-
C.
Apache Struts
Apache Struts is an open-source Java web application framework widely used for building enterprise-grade, MVC-based 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.
Checkmarx
Checkmarx is a cybersecurity company specializing in application security testing solutions that help organizations identify and remediate vulnerabilities in their software code.
- 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: ESAPI Triple: [Enhanced Small Arms Protective Insert, abbreviation, ESAPI]
Generated description
ESAPI is a type of advanced ceramic body armor plate used by military forces to provide enhanced protection against high-velocity rifle rounds.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ESAPI Target entity description: ESAPI is a type of advanced ceramic body armor plate used by military forces to provide enhanced protection against high-velocity rifle rounds.
-
A.
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.
-
B.
OWASP
OWASP is a global non-profit organization focused on improving the security of software through open-source projects, community-led initiatives, and educational resources.
-
C.
Apache Struts
Apache Struts is an open-source Java web application framework widely used for building enterprise-grade, MVC-based 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.
Checkmarx
Checkmarx is a cybersecurity company specializing in application security testing solutions that help organizations identify and remediate vulnerabilities in their software code.
- 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_69d6ab65923081909acfc61b7a612233 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91c7c9084819085e7d2f9038f409f |
completed | April 10, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e5666f48190a28eed761e7b9210 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f62260d6708190808e52935a27e2c1 |
completed | May 2, 2026, 4:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6230f4c8081908a759efa43b4800b |
completed | May 2, 2026, 4:15 p.m. |
Created at: April 8, 2026, 9:51 p.m.