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Paper Citation Record · LEDGER

ENWAR: A RAG-empowered Multi-Modal LLM Framework for Wireless Environment Perception

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.18104.

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

pith.paper-citation-record.v1
2410.18104 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:35:56.614682Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:06:19.937929Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9218ba7b-d40b-4ded-a336-e612624d698c · inbound

Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation cites this paper.

Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation ENWAR: A RAG-empowered Multi-Modal LLM Framework for Wireless Environment Perception

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T23:35:56.614682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:35:56.614682Z digest=sha256:fc7de487ee7239b917701f4e47233e5ed6d64f85178b1c69882d89644b82a1c3

Observation 7757900c-d932-4dcd-aa5e-0a0ba66273c5 · inbound

ORAN-GUIDE: RAG-Driven Prompt Learning for LLM-Augmented Reinforcement Learning in O-RAN Network Slicing cites this paper.

ORAN-GUIDE: RAG-Driven Prompt Learning for LLM-Augmented Reinforcement Learning in O-RAN Network Slicing ENWAR: A RAG-empowered Multi-Modal LLM Framework for Wireless Environment Perception

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:06:20.011439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T12:06:18.897931Z digest=sha256:b9345fbb885ebf9f1b9a093582a498b480a34b0e4f68b3771973b95704fe742f

Observation 8ef8ba1d-cc53-44a9-b7cb-e4f4ff1ff8a6 · inbound

AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives cites this paper.

AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives ENWAR: A RAG-empowered Multi-Modal LLM Framework for Wireless Environment Perception

Reference 115

Resolution
unresolved
no resolver link, observed 2026-08-04T19:34:31.584937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T19:34:31.584937Z digest=sha256:320badfd1db6289abc9bf4714ca3431eeb6d3563f977ccf04e64a84ef6dadf69