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Paper Citation Record · LEDGER

A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2401.12631.

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

pith.paper-citation-record.v1
2401.12631 v1

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

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:21:13.006013Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 246d8e9a-f30e-48ba-a294-583f0470e090 · inbound

How does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding cites this paper.

How does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T18:21:13.006013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T18:21:13.006013Z digest=sha256:af2c8a84474d727a85b6e5a7063f31f9ee3dfc429d128776e22ee2887ef50ee7

Observation 95f08608-2ca1-432e-b1ff-aac7539d2d84 · inbound

Fine-Grained Analysis of Shared Syntactic Mechanisms in Language Models cites this paper.

Fine-Grained Analysis of Shared Syntactic Mechanisms in Language Models A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:26:07.421209Z

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=arxiv_source observed=2026-05-08T12:02:23.825438Z digest=sha256:423ea2e7f23288ab4c00a1eee32c619b13fa992519c9a6104ae274ef98f00a44

Observation 98bbc2dc-44ba-4c26-a03d-5dd43a0ee8a6 · inbound

ToxiREX: A Dataset on Toxic REasoning in ConteXt cites this paper.

ToxiREX: A Dataset on Toxic REasoning in ConteXt A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T04:43:06.661400Z

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=arxiv_source observed=2026-06-29T04:33:18.794505Z digest=sha256:a5361c62b6270c630f5bcafacd1f4f4403fafa343a85b2c2cdc64af08206d0f7