Paper Citation Record · LEDGER

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks

As of 18 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2606.20590.

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

pith.paper-citation-record.v1
2606.20590 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T19:32:25.875032Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy8
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9075f70e-1650-4b0b-b572-6a501b9aaff8 · outbound

This paper cites Nguyen, P.-C.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks Nguyen, P.-C

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T23:54:19.235409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aa11c731-558d-435b-bcd7-afacf560e448 · outbound

This paper cites Arulkumaran, M.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks Arulkumaran, M

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T23:54:19.232088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bee7df0b-c92d-480e-9bf5-1f8a7861a0ee · outbound

This paper cites an unresolved cited work.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-07-07T23:54:19.230285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c9a42e3d-44f7-416d-b391-dbeb07246136 · outbound

This paper cites an unresolved cited work.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-07-07T23:54:19.228542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ea2fa39b-4dbb-4e4d-bfad-05798de62185 · outbound

This paper cites an unresolved cited work.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-07-07T23:54:19.233637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2e03873a-03f9-4d91-85d5-ad9929b833bd · outbound

This paper cites an unresolved cited work.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-07-07T23:54:19.224805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 80991e7e-0c7c-421f-9952-3343a40a0de9 · outbound

This paper cites an unresolved cited work.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-07-07T23:54:19.226767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d979acda-624b-4e91-b292-beb3167e9342 · outbound

This paper cites IEEE Communications Surveys & Tutorials , volume=.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks IEEE Communications Surveys & Tutorials , volume=

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T23:54:19.213239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2275905-c70f-4f06-a239-ebcab2eda38d · outbound

This paper cites IEEE signal processing magazine , volume=.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks IEEE signal processing magazine , volume=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T23:54:19.215458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0965bdd7-6dc4-495f-bc41-016382956ed0 · outbound

This paper cites ACM Transactions on Software Engineering and Methodology , volume=.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks ACM Transactions on Software Engineering and Methodology , volume=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T23:54:19.217806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e946309a-7779-4f03-856c-f7e00ae8cf4d · outbound

This paper cites 2024 , howpublished =.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks 2024 , howpublished =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T23:54:19.219455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5a8a6974-5079-4e59-8ac1-95fe8a58f402 · outbound

This paper cites Association for the Advancement of Artificial Intelligence (AAAI) , volume=.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks Association for the Advancement of Artificial Intelligence (AAAI) , volume=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T23:54:19.221189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5cc4f97f-dca1-4872-90eb-b9e898087c1e · outbound

This paper cites 2024 , note =.

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks 2024 , note =

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-07T23:54:19.222863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.