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Paper Citation Record · LEDGER

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks

As of 18 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 2 inbound Pith citation observations for arXiv:2505.06789.

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

pith.paper-citation-record.v1
2505.06789 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:35:59.935931Z

measured 22 of 22 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T00:59:19.485724Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T09:53:17.375486Z

Reference resolution

20 of 20 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dd1fba7e-7121-4cdb-997f-78b68fa6a134 · outbound

This paper cites Nmap Network Scanner.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Nmap Network Scanner

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:00.647856Z

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.

source=pdf_text observed=2026-08-15T22:35:59.822981Z digest=sha256:3f26d420e670339d83b64aaee2a6295984a4aaca8602ee4a5962d0f8410cdf9d

Observation 15b9d034-a196-4ef0-982d-8ec6e832a35f · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.629561Z

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.

source=pdf_text observed=2026-08-15T22:35:59.830276Z digest=sha256:d00cdaa6529b97df5e8961e4ba52bdd9c7e8c9c0d276179832c87da0b57a40d7

Observation e32959a8-e3f3-4b4e-896f-074486c6d79b · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.606709Z

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.

source=pdf_text observed=2026-08-15T22:35:59.837484Z digest=sha256:79ab8a5d569aad4197d96e8128db5d9b63776b59b76b86290a60e82d43331a74

Observation 5069cdff-687d-464f-8f4f-27cb426314f1 · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.577830Z

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.

source=pdf_text observed=2026-08-15T22:35:59.845472Z digest=sha256:8152123aa7a37facb414004c722d99ad14d064e2f4862c99097cc55f9ff220d6

Observation c153fff9-0dbb-4036-bd29-784d37f870eb · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.557373Z

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.

source=pdf_text observed=2026-08-15T22:35:59.851993Z digest=sha256:67219eead1c4cc15e164c3d7e28b6bfdd3731ca9341346bccdd8d4d49e6e7266

Observation f1bbedb1-cb2d-4eb4-8f00-83ba0059302a · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 6

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T22:36:00.331846Z

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.

source=pdf_text observed=2026-08-15T22:35:59.859190Z digest=sha256:a71e5e0ea4ef32208bdc49a4c2c4ce02254d92bcaecb443fbe6f361bed8e8555

Observation 871d23dc-72e7-4638-bf54-d16ae96bd085 · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.538779Z

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.

source=pdf_text observed=2026-08-15T22:35:59.865620Z digest=sha256:9a3ae0cae825feff9d89ed407919a3fa9c0dc477c4aace31c09878c08456f5d6

Observation 9c2c9acc-513d-44ae-99ec-0f02c381008c · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.519684Z

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.

source=pdf_text observed=2026-08-15T22:35:59.871019Z digest=sha256:31321e37011122e7ea29270999b52a2c04b0876bf29052388a9ec81d10882ad5

Observation c8992403-2ae5-4ba0-b3ec-4169ff160077 · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.502194Z

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.

source=pdf_text observed=2026-08-15T22:35:59.881919Z digest=sha256:e2a0561f3e5a010be659aa9baed4bae8b254d432b62bf52f1c9ad11bbba794fb

Observation e0da7a3f-e715-4fdb-bb10-5dc4d92902f4 · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.465791Z

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.

source=pdf_text observed=2026-08-15T22:35:59.892880Z digest=sha256:ecd325779bea1f245e10dbad08a78637752e0bdc2161f79a58d0bb87774b1773

Observation 2c0babd2-7754-4b9a-b0d6-c79fcd56961e · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.448357Z

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.

source=pdf_text observed=2026-08-15T22:35:59.898141Z digest=sha256:36eb857b69868d81e6f18bc8497d5c3d2a2ed86f5dfd9936992030d4d495f4b5

Observation 1e127206-10c1-469e-b559-fd4c30a9e493 · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.427743Z

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.

source=pdf_text observed=2026-08-15T22:35:59.903379Z digest=sha256:d13d325335e0a27d76aa849bfeb1d801771eba90d82204ea807e44bb51d803ba

Observation 25dce104-8cf4-43fc-b066-750c8646d14f · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.407561Z

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.

source=pdf_text observed=2026-08-15T22:35:59.910439Z digest=sha256:4ee3c69f1a73e11f3cd15f9b3d4d19d4b4a1cd7c41f9acaf337f26bbeffd7cbb

Observation 98448620-7af3-4382-9fc9-5f007d05c67f · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.390363Z

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.

source=pdf_text observed=2026-08-15T22:35:59.915585Z digest=sha256:d5a3d1c165a4bd797edc8f4f70596cb75109794ff4da84d597c5feb60cdc23a0

Observation 82acd1f6-5ba9-453b-b0e4-e81290397f69 · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:36:00.350578Z

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.

source=pdf_text observed=2026-08-15T22:35:59.925907Z digest=sha256:e1ef74cbb16a61ddeaa13c20650713928be5cfbbde1253455ece42e7af203ceb

Observation 1a3919a7-84c5-4ee7-ad12-e076c8a1d480 · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 16

Resolution
verified exact
raw_fallback, observed 2026-08-15T22:36:00.153313Z

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.

source=pdf_text observed=2026-08-15T22:35:59.930884Z digest=sha256:523650b760d8b361809539009411e23ab608a6f1d7236d4c876c94420c93fd0c

Observation 5694ccbe-50ae-42b4-9261-ea85f0c62d20 · outbound

This paper cites InGLOBECOM 2022-2022 IEEE Global Communications Conference.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks InGLOBECOM 2022-2022 IEEE Global Communications Conference

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:00.370114Z

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.

source=pdf_text observed=2026-08-15T22:35:59.921105Z digest=sha256:d41f2bb27224863d410891478119b104f8502d4e2c4a1d3fce80ad6a1a84479b

Observation 70cdfc69-9000-48c6-9588-c55db5ecbee9 · outbound

This paper cites an unresolved cited work.

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks Unresolved cited work

Reference 20

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T22:36:00.058507Z

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.

source=pdf_text observed=2026-08-15T22:35:59.935931Z digest=sha256:912043a179f4425f38d29261f7a2d722213b1b95c2e6e7ebb05d8a1e99f485e1

Observation 187f2bd0-c0b0-479a-a487-9642bdf4f824 · outbound

This paper cites In 2022 Inter- national Wireless Communications and Mobile Computing (IWCMC).

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks In 2022 Inter- national Wireless Communications and Mobile Computing (IWCMC)

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:36:00.482838Z

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.

source=pdf_text observed=2026-08-15T22:35:59.887323Z digest=sha256:e3681f51bda703f3a68e8e3e2ad6d7fa044952d09b9e5f155f52ae5583ec9133

Observation 60f63ce4-c94f-4856-b1ed-be7833896731 · outbound

This paper cites In2024 IEEE 10th International Conference on Network Softwarization (NetSoft).

Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks In2024 IEEE 10th International Conference on Network Softwarization (NetSoft)

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-15T22:35:59.876546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:35:59.876546Z digest=sha256:ef5ff0a58215f4fcf05e4d743f4eb1d7f6edc1a7b84bd7ae93aa2aba6aa89ba5

Pith citing papers

Observation 1c964ca2-1f48-4e2c-aabc-32ca6877b494 · inbound

Kernel-Level Per-Slice UPF Latency Measurement in Containerised 5G Core Networks cites this paper.

Kernel-Level Per-Slice UPF Latency Measurement in Containerised 5G Core Networks Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-06-29T09:53:17.377234Z

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.

source=pdf_text observed=2026-06-29T09:50:46.105277Z digest=sha256:cbbe8664e5c2b8b64f8c41f0aacce51a20234c13217d6401582496a0da0fd414

Observation 68a07d19-f89d-4965-b464-94e84345bdf2 · inbound

Untangling Co-Drift: Proactive Multi-Intent Failure Prediction and Root-Cause Disambiguation for Self-Driving Networks cites this paper.

Untangling Co-Drift: Proactive Multi-Intent Failure Prediction and Root-Cause Disambiguation for Self-Driving Networks Towards NWDAF-enabled Analytics and Closed-Loop Automation in 5G Networks

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-01T00:59:19.485724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T00:59:19.485724Z digest=sha256:ad1e818ce8e4f510afd61d2f933bfef6c2956f77ffc58ba7b9fdaf33522b79fa