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Paper Citation Record · LEDGER

LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2505.11978.

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

pith.paper-citation-record.v1
2505.11978 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 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:02:12.319755Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T04:50:33.012669Z

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 6566f442-9313-4bf1-8fc3-d4d60a8f9c59 · inbound

LLM-Aided Joint Secrecy Precoding and Trajectory for RSMA-Based Heterogeneous UAV Networks cites this paper.

LLM-Aided Joint Secrecy Precoding and Trajectory for RSMA-Based Heterogeneous UAV Networks LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T15:02:12.319755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:02:12.319755Z digest=sha256:9aaa27ace35669804b445147dd9fcd54cb58da28d6c29528b6bc2ba739a1c7e8

Observation 319887f7-1981-4d9e-b879-768e91d8c4ff · inbound

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions cites this paper.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links

Reference 127

Resolution
unresolved
no resolver link, observed 2026-08-05T16:20:59.651740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:20:59.651740Z digest=sha256:aa109190fd31f1471519c8527090ca6538ea1dbe72aac19dbe250c5dfde43311

Observation fd1de64a-89d1-4886-bf00-4a13da939601 · inbound

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial cites this paper.

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links

Reference 227

Resolution
verified exact
local_arxiv, observed 2026-08-05T04:50:33.017687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T04:50:32.372679Z digest=sha256:ad6227914909f4cbda7999112b201a60fd473ba3ac984d7e35e86949bc879953