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Paper Citation Record · LEDGER

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

As of 21 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 2026-08-21T06:32:19.484+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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.822981Z digest=sha256:dabdd46bc992ea3d68de71553a72d6e14de181c8b5bbece971ebf6270afb1886

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.830276Z digest=sha256:e8e90f5821bbd9082912d334fbbfc2b60f73697ee32872075ab6599032bfaa06

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.837484Z digest=sha256:4baff84adbfa802d169e95b9108bb4a52d07a31dc02ac079039495ba12f14269

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.845472Z digest=sha256:80a9ee30f9e5e5edb069d98a9e793348a267cf0641c1b094bd154f4af477656e

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.851993Z digest=sha256:8468ba263911f2c59fb5400f7ca36bf1bc4937654a3231f98fa81130f909302c

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.859190Z digest=sha256:051050b97f80a2a0d97f83689ba5eceaa8efe047c2a9fc38a713cfdbbe38426d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.865620Z digest=sha256:27af182701df52d96a3a11464b0319b88d22b1eccfe20ef70df52fdbac0ebe3f

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.871019Z digest=sha256:2fdf19d61bfbbfb8433d4c6a072220479de5df4d655f220cf69aa06b94020599

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.881919Z digest=sha256:48d207db0312a6157d7a29569e4e66035267aa5895678f12bef21e938155d26d

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.892880Z digest=sha256:920c00d59583114c24521b9b2114be5b19be1ff08991a6d4e48682a5a2675422

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.898141Z digest=sha256:9755782b706fe89bc63ece9c55738362d8f59a47939fe76732247747dfaa9e86

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.903379Z digest=sha256:ad76f4a514ce273b33d9ba8f142121e6124e66d5f8115947df772f96699eeaeb

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.910439Z digest=sha256:2d790858fba3d62a4408101973da9627c0cecf92324cee0768e1f78fd9259c14

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.915585Z digest=sha256:933bff9938a9985a49ac1c289897d8037aa06ffd421b7d66082019c8a6746210

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.925907Z digest=sha256:cd3e1fdb0ec193f5c9e96d5eca8a7913f487d1aa27da06d8c2ce8f29f90d50a1

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.930884Z digest=sha256:5303e6b1c51881ce46160faa41e7790cb51c24ab8d088828f5c3520685a06b26

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.921105Z digest=sha256:9884fbe31947a0c01ef36e3dad7532bba50fd5ffc1ec66663eca4c7ddc03edcf

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.935931Z digest=sha256:04b1766c0693d14694604b4eb4ae78df327c69941a17367c02ef7a080b14bcdd

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T22:35:59.887323Z digest=sha256:d3d6badfba210f248293f9adb1b1af25002a5bb260906f69450f17bf9ff893aa

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=sha256:2d222d13a4ba3a1ea9cbf7f2019b763cc2a3360094e68f17e1fd07d0f112022a

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 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T09:50:46.105277Z digest=sha256:23186503fd4bf6633249d398fd6eb03c8f227cd0bd24311c1a59926b40bed5ef

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=sha256:910cde77fbbead79c026b39bcd5bb6dc03d7c18951aecce1bd51ffc1a202a852