Paper Citation Record · LEDGER

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models

As of 9 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2607.23054.

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

pith.paper-citation-record.v1
2607.23054 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:47:08.170882Z

measured 21 of 21 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

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 04a3af1f-7721-4121-abe6-810008269a09 · outbound

This paper cites Ainslie, J.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Ainslie, J

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:06.300071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77afe194-3328-4450-8a85-e5e49188a18d · outbound

This paper cites Alain and Y.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Alain and Y

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:06.375962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf903957-fa06-470e-ae9f-9b1984ff902a · outbound

This paper cites Belinkov, N.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Belinkov, N

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:06.450986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d260c136-a24a-4c2e-8161-6003765d1e73 · outbound

This paper cites Bricken, A.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Bricken, A

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:06.536730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 627d47c1-0cdc-4212-b8b6-4c0d323e0dea · outbound

This paper cites Clark, U.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Clark, U

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:06.740846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5661f29-3dc7-4dfc-b32d-453f8acaba9a · outbound

This paper cites Conmy, A.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Conmy, A

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:06.903779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bec3a37b-6c65-48df-a151-8d9074d91573 · outbound

This paper cites Cunningham, A.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Cunningham, A

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:06.951932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b984e2f-25c6-4657-9d45-a31f75986b8c · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:06.996718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 063a0297-e8bd-4c78-a601-63fefd94a17b · outbound

This paper cites DeepSeek-V3 Technical Report.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models DeepSeek-V3 Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:07.104250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 840f7dbb-c781-419e-b7d7-effc2702d31d · outbound

This paper cites Eldan and Y.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Eldan and Y

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:07.196846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1751a1d7-802f-47d3-895a-c00550814b3b · outbound

This paper cites Elhage, N.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Elhage, N

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:07.349832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4eefd06-7d6f-4b08-90e8-6550b0b04102 · outbound

This paper cites Elhage, T.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Elhage, T

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:07.460337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da7a03ce-50d7-44bc-8722-0e56b85b514d · outbound

This paper cites Hewitt and C.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Hewitt and C

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:07.557965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b072cb2-7ddc-4f7e-969d-a1058fa8e5c6 · outbound

This paper cites The Stack: 3 TB of permissively licensed source code.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models The Stack: 3 TB of permissively licensed source code

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:07.597461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fc34cf0-85c8-4957-9809-41bb8c9611dd · outbound

This paper cites an unresolved cited work.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:07.694248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 787f0dba-7d3c-4322-80c2-d99414f42298 · outbound

This paper cites Nanda, L.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Nanda, L

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:07.761761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2e62617-879a-4834-b7e3-a0bee4e81565 · outbound

This paper cites Olsson, N.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Olsson, N

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:07.830220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65b5b572-436f-4b4d-9fa1-b4c2880fbf4d · outbound

This paper cites OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:07.931681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f939ac05-98b0-4211-b3d4-f00bd6b4390f · outbound

This paper cites The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:08.032030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe50eee-48eb-4fa5-96f5-7cbbcfd4f758 · outbound

This paper cites Fast Transformer Decoding: One Write-Head is All You Need.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Fast Transformer Decoding: One Write-Head is All You Need

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:08.098841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6848c6d8-bf6f-440e-b3e8-017182fc383c · outbound

This paper cites an unresolved cited work.

Through the Bottleneck: How Multi-head Latent Attention Separates Content from Position in Language Models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T03:47:08.170882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.