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Paper Citation Record · LEDGER

Implicit Reasoning in Transformers is Reasoning through Shortcuts

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.07604.

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

pith.paper-citation-record.v1
2503.07604 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:42:38.817944Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T00:15:09.524708Z

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 f25d52c3-4adf-4722-a08f-ae2961045f6d · inbound

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems cites this paper.

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Implicit Reasoning in Transformers is Reasoning through Shortcuts

Reference 197

Resolution
verified exact
arxiv_id, observed 2026-05-22T21:42:10.996865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-22T21:39:49.832151Z digest=sha256:a5d06849c1ec63232cfcbe2f5ebf0f1584f44e04e5fac5b7223230a9a6dbee92

Observation 6c436a29-5fbc-4907-8115-a0d923e91a3a · inbound

Energy-Based Transformers are Scalable Learners and Thinkers cites this paper.

Energy-Based Transformers are Scalable Learners and Thinkers Implicit Reasoning in Transformers is Reasoning through Shortcuts

Reference 129

Resolution
unresolved
no resolver link, observed 2026-08-06T20:42:38.817944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:42:38.817944Z digest=sha256:738dc1e2c1c864d3d7750e7dc17da1d170ba785bff4d1aa0b75f3a07ecd0e920

Observation 104ee5b9-df2a-42c1-a55a-ff3a506d85d6 · inbound

Implicit Reasoning in Large Language Models: A Comprehensive Survey cites this paper.

Implicit Reasoning in Large Language Models: A Comprehensive Survey Implicit Reasoning in Transformers is Reasoning through Shortcuts

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-05T11:39:36.643729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:39:36.643729Z digest=sha256:10f98f08983bba22d6fb0f5e14267e09db8296c931feecb044a6a38b9fd40ea3

Observation a0ecbdf7-afe4-431b-b974-8b2d058f8ba1 · inbound

Neuron-Anchored Rule Extraction for Large Language Models via Contrastive Hierarchical Ablation cites this paper.

Neuron-Anchored Rule Extraction for Large Language Models via Contrastive Hierarchical Ablation Implicit Reasoning in Transformers is Reasoning through Shortcuts

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-09T06:05:36.132029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T18:55:24.214794Z digest=sha256:532c385a0c9cbb979781f72c24bbf50dbb91f0986012a38be338e4ac54bb76c7

Observation 7a3e8f98-e3e4-4105-8d7c-7edcdc143444 · inbound

Neuron-Anchored Rule Extraction for Large Language Models via Contrastive Hierarchical Ablation cites this paper.

Neuron-Anchored Rule Extraction for Large Language Models via Contrastive Hierarchical Ablation Implicit Reasoning in Transformers is Reasoning through Shortcuts

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-07-01T00:15:09.526447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T00:06:52.820343Z digest=sha256:f515aee6f6e11af254f00d890c5d53d8d84302444edb2eee9829fdd27f6947eb