Paper Citation Record · LEDGER

Embryology of a Language Model

As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 4 inbound Pith citation observations for arXiv:2508.00331.

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

pith.paper-citation-record.v1
2508.00331 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:16:49.996237Z

measured 30 of 30 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:05:16.996521Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T15:21:08.640279Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy12
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8e2327c2-76c7-421f-89f7-d208af092bf4 · outbound

This paper cites Altland and B.

Embryology of a Language Model Altland and B

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:16:50.706683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b85f5d94-4674-4e47-a878-97302658c5d7 · outbound

This paper cites Arnold, S.

Embryology of a Language Model Arnold, S

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:16:50.685533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ca4ff495-d0d0-406b-bff6-5809af45f3fa · outbound

This paper cites Baker, G.

Embryology of a Language Model Baker, G

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T10:16:49.853308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 417607d5-c32d-457f-abb0-c510f2b71e33 · outbound

This paper cites Bengio, A.

Embryology of a Language Model Bengio, A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:16:50.662172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 65556def-c9c9-4bfc-8af5-bc61ecd1bb8f · outbound

This paper cites Bricken, A.

Embryology of a Language Model Bricken, A

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T10:16:49.868854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b71ee6ec-0aae-47a4-8b4d-7357939c0eec · outbound

This paper cites an unresolved cited work.

Embryology of a Language Model Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:16:50.620360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 810335fd-f01b-4eb9-ac3d-1fb99aa82556 · outbound

This paper cites Carter, Z.

Embryology of a Language Model Carter, Z

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T10:16:49.880309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b475a0a6-61c7-4987-bb4e-8275a84b0a17 · outbound

This paper cites Chari and L.

Embryology of a Language Model Chari and L

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:16:50.599488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3295327b-bb01-4133-ab79-450ca64775c3 · outbound

This paper cites TinyStories: How Small Can Language Models Be and Still Speak Coherent English?.

Embryology of a Language Model TinyStories: How Small Can Language Models Be and Still Speak Coherent English?

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T10:16:49.890913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6fd28d5-1f34-425c-b7d7-c5b6755f6a78 · outbound

This paper cites Elhage, N.

Embryology of a Language Model Elhage, N

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:16:50.577619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b835d5cb-8791-4612-9f2c-3b59219fe205 · outbound

This paper cites Engels, E.

Embryology of a Language Model Engels, E

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:16:50.558521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ffd3d841-104f-457c-b45d-b267c1c52047 · outbound

This paper cites Fefferman, S.

Embryology of a Language Model Fefferman, S

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:16:50.535369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c995bb2-68f2-4c4b-93ab-577e4f09dcd8 · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

Embryology of a Language Model The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T10:16:49.912481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c441dc3-aaca-433a-854b-f40c1d2b4aaa · outbound

This paper cites Hewitt and C.

Embryology of a Language Model Hewitt and C

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T10:16:49.918477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3837bd7c-b4ce-44fd-9e6b-7264d8d554c6 · outbound

This paper cites Loss Landscape Degeneracy and Stagewise Development in Transformers.

Embryology of a Language Model Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T10:16:49.924126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31621644-4b50-4f08-baa7-0a6da56be34c · outbound

This paper cites Kriegeskorte and R.

Embryology of a Language Model Kriegeskorte and R

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:16:50.492292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b706aaad-4dc9-4d3f-8605-20a664289c13 · outbound

This paper cites an unresolved cited work.

Embryology of a Language Model Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:16:50.473000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4b1e988b-2ecd-4667-8f00-72419e85dfb8 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Embryology of a Language Model UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T10:16:49.942922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63fac48a-ec81-47c0-bc0b-232d20e003c7 · outbound

This paper cites Olsson, N.

Embryology of a Language Model Olsson, N

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:16:50.447075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b389c08e-9274-490f-8000-ee2a98e6e75e · outbound

This paper cites an unresolved cited work.

Embryology of a Language Model Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:16:50.426463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 85260648-ecfb-4529-b526-769e7bc9b4f4 · outbound

This paper cites Rubin, L.

Embryology of a Language Model Rubin, L

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:16:50.406884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7ef9e2c8-3094-487f-b1cf-0e3a513505a7 · outbound

This paper cites an unresolved cited work.

Embryology of a Language Model Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:16:50.386883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8aa27789-5963-4c15-96fa-27fd2cdc90ca · outbound

This paper cites Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient.

Embryology of a Language Model Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T10:16:49.978359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 298987c6-e07f-4386-8846-1bc1fa58cb9e · outbound

This paper cites Watanabe.

Embryology of a Language Model Watanabe

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:16:50.366752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 75734b4c-f994-4488-a4fe-478be2abfaee · outbound

This paper cites Data Selection for Language Models via Importance Resampling.

Embryology of a Language Model Data Selection for Language Models via Importance Resampling

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T10:16:49.989116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d41642d3-4113-49cd-bc5b-4330f2e5e872 · outbound

This paper cites Zhang and S.

Embryology of a Language Model Zhang and S

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:16:50.341884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation e56d6dac-e5d5-4a23-9679-a3f7ec5dfa0d · inbound

Influence Dynamics and Stagewise Data Attribution cites this paper.

Influence Dynamics and Stagewise Data Attribution Embryology of a Language Model

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T10:05:16.996521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87a19558-b0f2-4a9c-9318-df14bdd6a1e5 · inbound

Mechanistic Anomaly Detection via Functional Attribution cites this paper.

Mechanistic Anomaly Detection via Functional Attribution Embryology of a Language Model

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:46:10.279348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a7e6047e-1406-4b42-a718-de2551125337 · inbound

There Will Be a Scientific Theory of Deep Learning cites this paper.

There Will Be a Scientific Theory of Deep Learning Embryology of a Language Model

Reference 201

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:21:08.643723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e30aca8a-a992-4bd1-a63d-e9202cb40d1c · inbound

Susceptibilities and Patterning: A Primer on Linear Response in Bayesian Learning cites this paper.

Susceptibilities and Patterning: A Primer on Linear Response in Bayesian Learning Embryology of a Language Model

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:55:54.499724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.