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Paper Citation Record · LEDGER

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models

As of 9 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 0 inbound Pith citation observations for arXiv:2508.18988.

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

pith.paper-citation-record.v1
2508.18988 v1

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:07:04.657136Z

measured 6 of 6 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 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

6 of 6 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a1cb9f32-2b04-4220-9b92-b0d9ca318a96 · outbound

This paper cites Neural Discrete Representation Learning.

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models Neural Discrete Representation Learning

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T16:07:04.635638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:07:04.635638Z digest=sha256:a9a80f6f705498c6bb5a0ee012468beb9a54f67237687caceaaf170359ecefca

Observation 049c1d33-b5d8-4b8c-bc0e-da6528d1021c · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models Generating Long Sequences with Sparse Transformers

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T16:07:04.640016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:07:04.640016Z digest=sha256:b2e039a1f0eb1b870db142f33b825e42a530318d2c5a49405fca9eb7b482cb7c

Observation 6d16f597-07e2-4500-bab5-7e62deff167e · outbound

This paper cites A Survey of Methods for Explaining Black Box Models.

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models A Survey of Methods for Explaining Black Box Models

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:07:04.738280Z

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=2026-08-05T16:07:04.644829Z digest=sha256:38142284e04ae13b33fe6da7c8816fcb288af8a05092fdbc6c07c609a153a126

Observation 48ae5297-5665-4d72-811c-8b1f424a7e96 · outbound

This paper cites Transformer Interpretability Beyond Attention Visualization.

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models Transformer Interpretability Beyond Attention Visualization

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T16:07:04.652687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:07:04.652687Z digest=sha256:977bb15a0c4dbddb3e6b2ee1ba9cefcce02a9b450883b46a6e0763e750a64a92

Observation 9d78c02e-6f0e-43b0-b75b-5c56c3ff25c9 · outbound

This paper cites AI Mother Tongue: Self-Emergent Communication in MARL via Endogenous Symbol Systems.

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models AI Mother Tongue: Self-Emergent Communication in MARL via Endogenous Symbol Systems

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T16:07:04.657136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:07:04.657136Z digest=sha256:b7420b52a62fdaac8a13cb3e1a0600ba23e811ddef47b6d64cea4964db3a7651

Observation 1404a10e-1601-4377-bc21-f2691681e3f4 · outbound

This paper cites A Survey Of Methods For Explaining Black Box Models.

Interpretable by AI Mother Tongue: Native Symbolic Reasoning in Neural Models A Survey Of Methods For Explaining Black Box Models

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-05T16:07:04.648719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:07:04.648719Z digest=sha256:4f69d6cd2723aad87e8bfb59c0c9d157893667cdec4aac7e3cb62e007f466207

Pith citing papers

No inbound Pith citation observations are available.