Paper Citation Record · LEDGER

Scaling Interpretable Transformers with Parity Bottleneck Layers

As of 9 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2607.20652.

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

pith.paper-citation-record.v1
2607.20652 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T09:52:43.921567Z

measured 15 of 15 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

15 of 15 outbound references displayed

verified exact0
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ffe31b3c-9745-4ca5-89a8-47a23199f28b · outbound

This paper cites an unresolved cited work.

Scaling Interpretable Transformers with Parity Bottleneck Layers Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:43.033167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36288d64-d0d2-484a-a04f-3e298260f99f · outbound

This paper cites deploy" and.

Scaling Interpretable Transformers with Parity Bottleneck Layers deploy" and

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:42.863569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9ba30b5-9f26-4619-b05b-4de9d17f136b · outbound

This paper cites Steering Language Models With Activation Engineering.

Scaling Interpretable Transformers with Parity Bottleneck Layers Steering Language Models With Activation Engineering

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:42.761247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb8ae0b4-5709-44ab-847a-072fd3455fc2 · outbound

This paper cites an unresolved cited work.

Scaling Interpretable Transformers with Parity Bottleneck Layers Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:43.381267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4071049b-6c6a-406c-995c-2b106de488f5 · outbound

This paper cites A value of e= 0 indicates the patch had no effect; e= 1 indicates the logit difference fully shifted to match the target.

Scaling Interpretable Transformers with Parity Bottleneck Layers A value of e= 0 indicates the patch had no effect; e= 1 indicates the logit difference fully shifted to match the target

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:43.477829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e619c1db-2962-4f6e-aa7e-1d3d5893e336 · outbound

This paper cites an unresolved cited work.

Scaling Interpretable Transformers with Parity Bottleneck Layers Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:43.137338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31f09140-52c9-4498-ab05-4dd6b67ca666 · outbound

This paper cites an unresolved cited work.

Scaling Interpretable Transformers with Parity Bottleneck Layers Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:43.243246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3ec8b92-da9e-470a-90be-c27267f5b804 · outbound

This paper cites The same concept definitions, seed texts, LLM judge, and scoring rubric are used for both models.

Scaling Interpretable Transformers with Parity Bottleneck Layers The same concept definitions, seed texts, LLM judge, and scoring rubric are used for both models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:43.546193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0569d8f-993d-4bf4-a4c0-2a1b9a9c2455 · outbound

This paper cites an unresolved cited work.

Scaling Interpretable Transformers with Parity Bottleneck Layers Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:43.670183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c83b39f0-bec5-48e1-9a49-74f1d39204f3 · outbound

This paper cites an unresolved cited work.

Scaling Interpretable Transformers with Parity Bottleneck Layers Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:43.736938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e406c16-92a3-475e-b24f-18156491dedd · outbound

This paper cites an unresolved cited work.

Scaling Interpretable Transformers with Parity Bottleneck Layers Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:43.818061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59da53ca-b666-4e0a-b10f-a610b460d254 · outbound

This paper cites religion,.

Scaling Interpretable Transformers with Parity Bottleneck Layers religion,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:43.921567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad22b17f-cc5d-4032-9b63-e9e0355a23fe · outbound

This paper cites When [IO] and [S] went to the [place], [S] gave a [object] to.

Scaling Interpretable Transformers with Parity Bottleneck Layers When [IO] and [S] went to the [place], [S] gave a [object] to

Reference 256

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:42.935257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c8c9477-b186-4bca-b1c3-bd23279e0382 · outbound

This paper cites The LAMBADA dataset: Word prediction requiring a broad discourse context.

Scaling Interpretable Transformers with Parity Bottleneck Layers The LAMBADA dataset: Word prediction requiring a broad discourse context

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:42.687350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e810134c-8413-4457-bc7c-e42dd569da5d · outbound

This paper cites Mathematical Models of Computation in Superposition.

Scaling Interpretable Transformers with Parity Bottleneck Layers Mathematical Models of Computation in Superposition

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T09:52:42.616642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.