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Paper Citation Record · LEDGER

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures

As of 19 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2501.15019.

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

pith.paper-citation-record.v1
2501.15019 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:44:49.560032Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

28 of 28 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f5c81c19-7673-4759-a9dd-91e5505d0696 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:50.027433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.426679Z digest=sha256:1cb17b4bb857812ca4eabe082eb19cb399b6aee88af24d828946f01bac745b7f

Observation 8b9b8cc8-cee2-48c5-a14e-0723cf73ff08 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:50.007563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.432201Z digest=sha256:d366dab32f69c56e40f0811e43df8f4da69ebabe6bb5a7176c08c1770b59d72c

Observation 14e3efff-8c4c-4775-abe1-0fe0c7eab704 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.991066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.437371Z digest=sha256:d3d270c393426d5c9a933f66c49c9de172cdde2a90af96a0f98e07e28783df65

Observation cfea455d-682e-454e-9608-c8ef5245087f · outbound

This paper cites Link Prediction via Graph Attention Network.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Link Prediction via Graph Attention Network

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:49.442487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:49.442487Z digest=sha256:e91fcf4c77a61798baec3a86a49866069b24da63cee1c6466365a04e8f118bde

Observation 0e40dbd4-6275-410b-bde1-64d47e810e07 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.974784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.447989Z digest=sha256:0b0785fb82f5f946c43e397ea57379eb3768fa9f913aaf5edef8bde52bd75e6f

Observation 2a2d6d45-5922-4617-adc3-bede780ead3a · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.956004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.452973Z digest=sha256:3794eefba11b75c568d65f3a1978e88acfe8dddfb0850d5f01f463c1828acdb9

Observation 6f14a23c-d2e8-4d53-8a69-25ad5fb8a6cb · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.938291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.458494Z digest=sha256:8f43ecf3a6a78513a98d5ac1661b3c0c3836a6e2119600c5c1cb29d95af4427e

Observation d2b4b7e6-d5ed-44fa-9ada-ca735205f8bf · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:49.463803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:49.463803Z digest=sha256:c5dfca8bf5654228f81472ce8bb7db82b0b9ba6be3e7a70a1dc8b5a3676210a2

Observation f429926e-c8a8-4c8c-8d88-8424cd6621de · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:49.468860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:49.468860Z digest=sha256:1c59b48264384a892685a051db0d3ad8d3740389f0663609d24038753ce53a3f

Observation 3be5b706-0100-41a6-9932-b7768fc4d3b8 · outbound

This paper cites Analysis of the Impact of Negative Sampling on Link Prediction in Knowledge Graphs.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Analysis of the Impact of Negative Sampling on Link Prediction in Knowledge Graphs

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:49.473849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:49.473849Z digest=sha256:e45fbb9092c953f380d91a705bd60d9b5b9f965854b32b0fff98201689803ea8

Observation 7aa50cec-3f49-4f02-a562-2f1928d81542 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.899637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.478813Z digest=sha256:ce0c8a686f132f8af560e23b13c759eecd077089d2d9202247af4922f3a2bb28

Observation 9d88814d-63d3-4654-b9f1-2581faf1bc76 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.881661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.483652Z digest=sha256:d875d7f8ff4c08a53552a83361470e221028849ca631b5300ad66537ee8789b9

Observation d54fa952-d1ca-4b6f-8f98-5533e3b6288d · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.864077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.488182Z digest=sha256:766d55daf435334a0c9a5268d03aeaa7bce93e527b9828b86d17d7d2b30ef5c0

Observation 5cfd8040-86eb-44ad-abe2-71b051759c0b · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:49.492871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:49.492871Z digest=sha256:639d9872975fa8713b59cca74380f4a8c17ae98c7191656e3766a8866730f626

Observation 2d82648b-538c-43a1-b4dd-0b276cd1d8d7 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.835595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.497758Z digest=sha256:0b6d7c8de43a661ec8c6cde809a1cb65e494bff0c215c6c28ea06ac7e83408ad

Observation 3eb9932d-3628-47fd-8a62-bb6be283d320 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.819399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.502324Z digest=sha256:5032b3f35358c446d9fa65d9558eb7387480c59fc0b0a27a71f156dcee71b005

Observation b900e7b4-f6aa-46a1-8370-2625289f43b6 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.803135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.506972Z digest=sha256:bee0f2e7dc5a6d3714697229305eebd95d17bf03bccf9696e9468d89af692b30

Observation f930294d-b247-4df7-a7ce-a530a78d8573 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:49.511900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:49.511900Z digest=sha256:01c6d0f777b066234b4a4855c9445d01e3b0aa0670585139bdd0703afe78d819

Observation 7d59aa92-56d8-47c0-bfdc-c50cec55df34 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.777227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.516694Z digest=sha256:5ba4e9d030fe93079661d50825c4da1657ffb58840f22cbd8e7b1b4119dc0cae

Observation 60895426-37b9-4564-b07b-d18ca132b81a · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:49.521905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:49.521905Z digest=sha256:8334e64843d46ade90c0dc876f24d8527c301cacdd1a3e6e1e1c22b501897418

Observation e905142a-e143-40c2-8b97-459d5036b814 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.750133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.526980Z digest=sha256:8284ebebec78933d9dd2ae5286d88a1c31dbd019d7f6aedb83cdf3ae3c160f82

Observation d481364b-b901-4902-8605-e5f2973aca34 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.734590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.531473Z digest=sha256:7e2b56d19a19d96d71ccb659bf122f008de6b0ac41ab02bd71f7944bd9813015

Observation bd2acbb9-17d3-4c71-a985-0ec93ef9af9f · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.717592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.536236Z digest=sha256:2df7873da6549aa5aa0fed81d58139c9e657f1870e6075409847ec6a54204504

Observation 028d7a9c-7414-4d72-8819-b7e5fa7b0bf4 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.699188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.541077Z digest=sha256:022b0d225724cb0b6f6acdc47ce777dc26cf147a2edea32b5f4e06542616ac7f

Observation ee0a2de7-3a81-4c6a-a093-89f8b246dd1c · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.682769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.545848Z digest=sha256:cddeb8b52cbc7f7f839ad46b1d4ed43f5b7598e81d16dc309de2efcfe41cdb6c

Observation 1d7c6a18-49e3-44cd-a61b-db19f3f38daa · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.666015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.550528Z digest=sha256:2dd511a0344c4afd4cdf7e4e26ef0ff62d9521bd5d3993dc33cc95cdce89c424

Observation 54555347-0179-4b75-a72b-4a2a61e25947 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.650045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.555090Z digest=sha256:e95147351b24f348ad2c18c0e02d208cd112cd933bc2d75cd00fec4ea05ab1f7

Observation e830d4f2-7e9e-47d2-adf3-0a74f27d8b32 · outbound

This paper cites an unresolved cited work.

Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:49.633038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T14:44:49.560032Z digest=sha256:30cd42c29a9e32c2c50d55f3e7785f12af6b816f0f1d2f3dbf89b830789cbc3e

Pith citing papers

No inbound Pith citation observations are available.