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Paper Citation Record · LEDGER

Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2102.08786.

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

pith.paper-citation-record.v1
2102.08786 v3

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 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:44:10.384751Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T20:32:56.710367Z

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 9c8692ac-ea49-4e6f-b901-58fb1856826b · inbound

GQWformer: A Quantum-based Transformer for Graph Representation Learning cites this paper.

GQWformer: A Quantum-based Transformer for Graph Representation Learning Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T23:44:10.384751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T23:44:10.384751Z digest=sha256:8911a4bcf56d62db85bd7cc150530bfdc632a6b3462379946083d8bb25c4d8fd

Observation 72d269c2-3227-42f7-a4c7-20176d7062ef · inbound

GCCM: Enhancing Generative Graph Prediction via Contrastive Consistency Model cites this paper.

GCCM: Enhancing Generative Graph Prediction via Contrastive Consistency Model Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:31:08.949249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T11:46:42.010486Z digest=sha256:c7de3db7483bc704a90bc3a441a919ae48e01a85878612afb0a30398563e9bc2

Observation 989e8818-9193-4445-8a7c-883954d1a36e · inbound

Beyond Oversquashing: Understanding Signal Propagation in GNNs Via Observables cites this paper.

Beyond Oversquashing: Understanding Signal Propagation in GNNs Via Observables Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:32:56.713867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-14T20:31:59.112338Z digest=sha256:db4238187488958b7610c511fb97c9b72eb654a6245a049bc62aa08973d8cc6f