Triple
T5481133
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Security Edge Protection Proxy |
E123467
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Network Exposure Function |
E523091
|
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: Network Exposure Function | Statement: [Security Edge Protection Proxy, relatedTo, Network Exposure Function]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Network Exposure Function Context triple: [Security Edge Protection Proxy, relatedTo, Network Exposure Function]
-
A.
Network Exposure Function
chosen
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.
-
B.
Secure Information Exchange Network Application
The Secure Information Exchange Network Application (SIENA) is Europol’s secure communication platform used by law enforcement authorities across Europe to exchange sensitive criminal intelligence and operational information.
-
C.
Attack Surface
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.
-
D.
Cyber Gateway
Cyber Gateway is a prominent IT office complex and architectural landmark in Hyderabad’s HITEC City, housing numerous technology and business firms.
-
E.
Network-in-Network architecture
Network-in-Network architecture is a convolutional neural network design that replaces traditional linear convolution layers with micro multilayer perceptrons (MLPs) to enhance feature abstraction and model expressiveness.
- 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_69bd4648883481909e9775d43300c5fa |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd924a2eb08190b759b23a6eab5e0a |
completed | March 20, 2026, 6:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf70dcb0c881909d9aaf0050a5c27b |
completed | March 22, 2026, 4:32 a.m. |
Created at: March 20, 2026, 2:09 p.m.