Paper Citation Record · LEDGER

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks

As of 23 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 2 inbound Pith citation observations for arXiv:2505.07842.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.07842 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:48:09.822041Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T05:13:53.528417Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-12T02:46:19.173508Z

Reference resolution

37 of 37 outbound references displayed

verified exact6
verified fuzzy20
unresolved7
parse uncertain0
malformed identifier4
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d8e40e76-a96d-4e53-ba36-03e63ff71318 · outbound

This paper cites O-RAN Architecture Description,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks O-RAN Architecture Description,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.658789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3fd95d52-2625-4af0-8a78-45703e8970fc · outbound

This paper cites SMO enabling intelligent RAN operations,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks SMO enabling intelligent RAN operations,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.650052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1ea2a813-d210-4f0a-9c3b-aa0c0a0a9287 · outbound

This paper cites O-RAN Use Cases and Deployment Scenarios,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks O-RAN Use Cases and Deployment Scenarios,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.641100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c971c9f4-7a57-42cd-91c1-11e74a3ab575 · outbound

This paper cites O-RAN Security Focus,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks O-RAN Security Focus,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.632091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1cd26eac-507a-4b6c-9212-4598a5e186b7 · outbound

This paper cites The Road to Open RAN Productization,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks The Road to Open RAN Productization,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.623183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eeb83fcf-5f0e-4d21-8eae-932fa192ce5a · outbound

This paper cites Technology Innovations for 6G System Architecture,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Technology Innovations for 6G System Architecture,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.605080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dca81c48-5dfc-4b77-b1c3-25bfc03d6096 · outbound

This paper cites O-RAN xApps: Survey and Research Challenges,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks O-RAN xApps: Survey and Research Challenges,

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-08-15T23:48:09.725573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3121acb-8424-4868-a113-d157d7473fcf · outbound

This paper cites Digital Network Twins for Next- generation Wireless: Creation, Optimization, and Challenges,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Digital Network Twins for Next- generation Wireless: Creation, Optimization, and Challenges,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T23:48:09.728607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1dc14e5-6731-4e0d-b952-5fcfa536782c · outbound

This paper cites Applications of Deep Reinforcement Learning in Communications and Networking: A Survey,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Applications of Deep Reinforcement Learning in Communications and Networking: A Survey,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T23:48:09.731797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d76679b5-93e7-42e4-be4e-dbfd198e35de · outbound

This paper cites How best to apply AI in the Intelligent RAN Automation,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks How best to apply AI in the Intelligent RAN Automation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.595228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9547d6d3-0901-44aa-bc99-c450385ec4f7 · outbound

This paper cites AI in the 5G-A Era: Scenarios, Key Technologies, and Evolution Trends,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks AI in the 5G-A Era: Scenarios, Key Technologies, and Evolution Trends,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.586126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 81445173-6d89-4d0c-ab6a-4a65e42705cd · outbound

This paper cites Unsupervised GAN-Based Intrusion Detection System Using Temporal Convolutional Networks and Self- Attention Mechanism,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Unsupervised GAN-Based Intrusion Detection System Using Temporal Convolutional Networks and Self- Attention Mechanism,

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-08-15T23:48:09.741491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e08c27d-7aee-454a-93a9-a2bef6ccbad9 · outbound

This paper cites CLPREM: A real-time traffic prediction method for 5G mobile network,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks CLPREM: A real-time traffic prediction method for 5G mobile network,

Reference 13

Resolution: verified exact; doi, observed 2026-08-15T23:48:09.850435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e3307ca5-9e58-4ed7-bcc1-6a70c2ec4e55 · outbound

This paper cites Deep learning based prediction of traffic peaks in mobile networks,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Deep learning based prediction of traffic peaks in mobile networks,

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-15T23:48:09.747648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cbb0992-a09c-4f7a-ac28-0a6de2154aa6 · outbound

This paper cites Model-Free Episodic Control.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Model-Free Episodic Control

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:48:09.750793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf4f059c-d769-45d5-adb8-439af75ee965 · outbound

This paper cites Retrieval- Augmented Generation for Knowledge-Intensive NLP Tasks,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Retrieval- Augmented Generation for Knowledge-Intensive NLP Tasks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.577103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e896558d-452a-4b4f-91cc-0ac9632b797d · outbound

This paper cites MANTRA: Memory Augmented Networks for Multiple Tra- jectory Prediction,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks MANTRA: Memory Augmented Networks for Multiple Tra- jectory Prediction,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.568038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a34508fa-5b2a-4817-aa85-173c0c8c1d69 · outbound

This paper cites Billion-scale similarity search with GPUs,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Billion-scale similarity search with GPUs,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.558975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 25f11f12-a822-4d85-8294-5da9414cbe07 · outbound

This paper cites O-RAN A1 Interface: Application Protocol Specifica- tion,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks O-RAN A1 Interface: Application Protocol Specifica- tion,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.549776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e10e9a8e-b6df-406a-b300-fe358c29f4d4 · outbound

This paper cites O-RAN xApps: Survey and Research Challenges,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks O-RAN xApps: Survey and Research Challenges,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.540296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 57e90355-50a9-4ebe-8e2c-d2ec470a95c3 · outbound

This paper cites Applications of Deep Reinforcement Learning in Communications and Networking: A Survey,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Applications of Deep Reinforcement Learning in Communications and Networking: A Survey,

Reference 21

Resolution: verified exact; raw_fallback, observed 2026-08-15T23:48:10.180114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 235d39e6-1008-4716-b9b1-b54031816804 · outbound

This paper cites Billion-scale similarity search with GPUs.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Billion-scale similarity search with GPUs

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T23:48:09.778661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94d410e7-c122-41f8-b830-0644547b5ee8 · outbound

This paper cites Cisco Multicloud Defense White Paper,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Cisco Multicloud Defense White Paper,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.521419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3e52e1e3-612a-44a8-a701-548be122ec2f · outbound

This paper cites Improving language models by retrieving from trillions of tokens.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Improving language models by retrieving from trillions of tokens

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:48:09.785578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e4e4f3f-5d87-4dea-9a1b-5894458da469 · outbound

This paper cites Minimal Near-RT RIC for AI Bench- marking,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Minimal Near-RT RIC for AI Bench- marking,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.511963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8c1d74aa-ad3e-49da-80e0-36c9748a5a37 · outbound

This paper cites AI-Driven 5G Network Opti- mization: A Comprehensive Review of Resource Allocation, Traffic Management, and Dynamic Network Slicing,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks AI-Driven 5G Network Opti- mization: A Comprehensive Review of Resource Allocation, Traffic Management, and Dynamic Network Slicing,

Reference 26

Resolution: verified exact; raw_fallback, observed 2026-08-15T23:48:10.089821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c2f0a2ce-ac08-4468-b641-964a423b24d0 · outbound

This paper cites ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.502561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8ddce16b-e2f4-4e19-b149-ec03799caa7f · outbound

This paper cites Communication and Computation O-RAN Resource Slicing for URLLC Services Using Deep Reinforcement Learning,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Communication and Computation O-RAN Resource Slicing for URLLC Services Using Deep Reinforcement Learning,

Reference 28

Resolution: verified exact; raw_fallback, observed 2026-08-15T23:48:09.976521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 419dc48d-47ff-446f-963d-26ff48ef18bd · outbound

This paper cites Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.492783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3ff66756-da2e-482c-afa2-910025f038b6 · outbound

This paper cites Taking 5G RAN Analytics and Control to a New Level,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Taking 5G RAN Analytics and Control to a New Level,

Reference 30

Resolution: malformed identifier; doi_truncated, observed 2026-08-15T23:48:09.918809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3865c0f6-9776-4647-98a9-989cb6ceb0b1 · outbound

This paper cites DTRAN: A Special Use Case of RAN Optimization using Digital Twin.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks DTRAN: A Special Use Case of RAN Optimization using Digital Twin

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:48:09.863701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7df2277d-c1c1-486a-80fe-20b05bf09036 · outbound

This paper cites Neural Episodic Control,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Neural Episodic Control,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.483482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cf7d1c94-415f-4b06-b8aa-15bd577677f1 · outbound

This paper cites Hybrid computing using a neural network with dy- namic external memory,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Hybrid computing using a neural network with dy- namic external memory,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.474221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a75d5fe9-cca6-49f7-82ee-b86470000d6a · outbound

This paper cites End-To-End Mem- ory Networks,.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks End-To-End Mem- ory Networks,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:48:10.464438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8020cfa9-b739-4114-805f-81ec42701c64 · outbound

This paper cites an unresolved cited work.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Unresolved cited work

Reference 2020

Resolution: verified exact; raw_fallback, observed 2026-08-15T23:48:10.030777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cc3a90c3-30ed-48b1-99f4-44ef61c45c52 · outbound

This paper cites an unresolved cited work.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Unresolved cited work

Reference 2021

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:48:10.613754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 408b0a3e-0eb1-437f-8e5a-6fe5361331f3 · outbound

This paper cites an unresolved cited work.

RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:48:10.531157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation e5b792a1-4f49-4fa5-a33f-9647adb31fa8 · inbound

Bridging the Cognitive Gap: A Unified Memory Paradigm for 6G Agentic AI-RAN cites this paper.

Bridging the Cognitive Gap: A Unified Memory Paradigm for 6G Agentic AI-RAN RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:46:19.175632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0d139faf-870d-4ec1-92ad-6164574b55d3 · inbound

Bridging the Cognitive Gap: A Unified Memory Paradigm for 6G Agentic AI-RAN cites this paper.

Bridging the Cognitive Gap: A Unified Memory Paradigm for 6G Agentic AI-RAN RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T05:13:53.528417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.