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Paper Citation Record · LEDGER

Implicit Reasoning in Transformers is Reasoning through Shortcuts

As of 16 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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-22T21:39:49.832151Z digest=sha256:b84a30523a3a009ed347e694faad94030692b49148cdc575b8ae1555a7aa6fbd

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:a69dd77022cea3b597ac5f0f076acb73403798d8391840e9bbc4f80d71e7c7bf

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=sha256:775982b859f3298d040619bee2b0d34061a942a3205b3a3cf271b307a686183d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-08T18:55:24.214794Z digest=sha256:cbce8c3e6cfa9f0b06b084cbe6aa981b176560d4c61a13ae879a43e2cca7edac

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-01T00:06:52.820343Z digest=sha256:bc05769d06492d52cafaa2f3785458eb0cf4ccdeb64e29cff7205b5b6f84c5f8