Triple
T9896157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Masha Maximow |
E182178
|
entity |
| Predicate | protagonistOf |
P9202
|
FINISHED |
| Object | Attack Surface |
E29581
|
NE FINISHED |
How this triple was built (2 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: Attack Surface | Statement: [Masha Maximow, protagonistOf, Attack Surface]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Attack Surface Context triple: [Masha Maximow, protagonistOf, Attack Surface]
-
A.
Attack Surface
chosen
Attack Surface is a near-future cyberpunk novel by Cory Doctorow that explores surveillance, digital resistance, and the moral conflicts of a security technologist working for oppressive regimes.
-
B.
Network Exposure Function
The Network Exposure Function (NEF) is a 5G core network component that securely exposes network capabilities and events to external applications and services via standardized APIs.
-
C.
Security Analysis
Security Analysis is a foundational investing book by Benjamin Graham (with David Dodd) that established the principles of value investing and rigorous financial statement analysis.
-
D.
VulnDB
VulnDB is a comprehensive vulnerability database that catalogs security flaws and exposures to support assessment, remediation, and integration with security tools.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82876f8081909cf75df0f99bb13f |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cdb4a9d2f4819086cfdd42b613cd8c |
completed | April 2, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1eb1355888190baf9846815801e92 |
completed | April 5, 2026, 4:54 a.m. |
Created at: March 30, 2026, 8:39 p.m.