Paper Citation Record · LEDGER

Legible-by-Construction: Attention and End-to-End Transformers

As of 10 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2607.04319.

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

pith.paper-citation-record.v1
2607.04319 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T20:06:55.102341Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T05:35:58.568346Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 516e9a00-9c20-423f-8dd8-5933890f4509 · outbound

This paper cites Eliciting Latent Predictions from Transformers with the Tuned Lens.

Legible-by-Construction: Attention and End-to-End Transformers Eliciting Latent Predictions from Transformers with the Tuned Lens

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a9e657b-287b-495e-bb2d-5aa7d759a9fc · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Legible-by-Construction: Attention and End-to-End Transformers Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f34fa1d5-9cfc-493a-9470-dc84295675c7 · outbound

This paper cites Softmax linear units.

Legible-by-Construction: Attention and End-to-End Transformers Softmax linear units

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87555c08-0e83-4cf0-ae23-cde7b5a07b5a · outbound

This paper cites Interpreting Attention Layer Outputs with Sparse Autoencoders.

Legible-by-Construction: Attention and End-to-End Transformers Interpreting Attention Layer Outputs with Sparse Autoencoders

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84580820-33dc-40a2-ad25-b70c95739731 · outbound

This paper cites Explicit Fuzzy Logic in the Feed-Forward Layer: Self-Forgetting Quantifiers Discover Legible Grammatical-Licensing Detectors.

Legible-by-Construction: Attention and End-to-End Transformers Explicit Fuzzy Logic in the Feed-Forward Layer: Self-Forgetting Quantifiers Discover Legible Grammatical-Licensing Detectors

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f74dd00b-be05-40a4-a6eb-8f82b200bfd7 · outbound

This paper cites Bilinear MLPs enable weight-based mechanistic interpretability.

Legible-by-Construction: Attention and End-to-End Transformers Bilinear MLPs enable weight-based mechanistic interpretability

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5079130-d1f2-4118-a6e1-627332b5c157 · outbound

This paper cites TAB: Transformer Attention Bottlenecks enable User Intervention and Debugging in Vision-Language Models.

Legible-by-Construction: Attention and End-to-End Transformers TAB: Transformer Attention Bottlenecks enable User Intervention and Debugging in Vision-Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4ea3e01-b25e-48db-861b-8dc620cab92f · outbound

This paper cites Theory, Analysis, and Best Practices for Sigmoid Self-Attention.

Legible-by-Construction: Attention and End-to-End Transformers Theory, Analysis, and Best Practices for Sigmoid Self-Attention

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b637bd4-608e-461f-bb52-d782258aba24 · outbound

This paper cites Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism.

Legible-by-Construction: Attention and End-to-End Transformers Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d09f6241-3780-4338-a501-091044b78a5e · outbound

This paper cites GLU Variants Improve Transformer.

Legible-by-Construction: Attention and End-to-End Transformers GLU Variants Improve Transformer

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af1c2717-da20-41c7-bb73-973bb2715865 · outbound

This paper cites Dense SAE latents are features, not bugs.arXiv preprint arXiv:2506.15679,.

Legible-by-Construction: Attention and End-to-End Transformers Dense SAE latents are features, not bugs.arXiv preprint arXiv:2506.15679,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de236efa-f568-4a98-b507-9504b95eb3c0 · outbound

This paper cites Codebook Features: Sparse and Discrete Interpretability for Neural Networks.

Legible-by-Construction: Attention and End-to-End Transformers Codebook Features: Sparse and Discrete Interpretability for Neural Networks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0b6656a-3ac3-4dda-8d62-651e1933e341 · outbound

This paper cites Analyzing Differentiable Fuzzy Logic Operators.

Legible-by-Construction: Attention and End-to-End Transformers Analyzing Differentiable Fuzzy Logic Operators

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4aabf59-6730-40f8-95d8-3a644025f4e2 · outbound

This paper cites Small-scale proxies for large-scale Transformer training instabilities.

Legible-by-Construction: Attention and End-to-End Transformers Small-scale proxies for large-scale Transformer training instabilities

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T20:06:55.102341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3efa7add-bed7-471a-a6e2-890af8586706 · inbound

Training, Reading, and Editing Legible Transformers cites this paper.

Training, Reading, and Editing Legible Transformers Legible-by-Construction: Attention and End-to-End Transformers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T05:35:58.568346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.