Paper Citation Record · LEDGER

The mechanistic basis of data dependence and abrupt learning in an in-context classification task

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2312.03002.

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

pith.paper-citation-record.v1
2312.03002 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:53:43.232684Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T01:27:45.524213Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1f29a108-39a9-4158-bf43-1eae5bce2a7d · inbound

Differential learning kinetics govern the transition from memorization to generalization during in-context learning cites this paper.

Differential learning kinetics govern the transition from memorization to generalization during in-context learning The mechanistic basis of data dependence and abrupt learning in an in-context classification task

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T10:58:18.296120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d78742a6-2dc1-48e5-9e8d-bc1d67309910 · inbound

In-Context Learning can distort the relationship between sequence likelihoods and biological fitness cites this paper.

In-Context Learning can distort the relationship between sequence likelihoods and biological fitness The mechanistic basis of data dependence and abrupt learning in an in-context classification task

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T10:53:43.232684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6dd0392-3d03-45d5-8612-0693fd2f09e9 · inbound

ICL CIPHERS: Quantifying "Learning" in In-Context Learning via Substitution Ciphers cites this paper.

ICL CIPHERS: Quantifying "Learning" in In-Context Learning via Substitution Ciphers The mechanistic basis of data dependence and abrupt learning in an in-context classification task

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T05:58:33.937586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74553a8d-a69b-4a59-9478-7be55407f594 · inbound

Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence cites this paper.

Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence The mechanistic basis of data dependence and abrupt learning in an in-context classification task

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:00:57.154055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 950eddb8-c341-4a38-8a4e-0a214ddec4b5 · inbound

Who Reasons in the Large Language Models? cites this paper.

Who Reasons in the Large Language Models? The mechanistic basis of data dependence and abrupt learning in an in-context classification task

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:47:28.549745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd97d6c3-e88d-41fb-8122-263cd356424c · inbound

Relational reasoning and inductive bias in transformers and large language models cites this paper.

Relational reasoning and inductive bias in transformers and large language models The mechanistic basis of data dependence and abrupt learning in an in-context classification task

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T11:32:17.071864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 41032f72-86a6-44bb-9214-b60869aa0f74 · inbound

In-Context Learning Strategies Emerge Rationally cites this paper.

In-Context Learning Strategies Emerge Rationally The mechanistic basis of data dependence and abrupt learning in an in-context classification task

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T19:07:53.539091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60dab4f0-b43d-432a-b94d-dadf7b313ac2 · inbound

To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning cites this paper.

To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning The mechanistic basis of data dependence and abrupt learning in an in-context classification task

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:49:15.810715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4ea63328-88c6-4a23-a571-9677ebeba11c · inbound

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

There Will Be a Scientific Theory of Deep Learning The mechanistic basis of data dependence and abrupt learning in an in-context classification task

Reference 163

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:21:08.732354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d9255b49-9c09-464c-8eb1-1845e4423cdf · inbound

Mechanisms of Misgeneralization in Physical Sequence Modeling cites this paper.

Mechanisms of Misgeneralization in Physical Sequence Modeling The mechanistic basis of data dependence and abrupt learning in an in-context classification task

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:44:48.762477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d9e7d6e7-e264-4e30-a8af-20828e10557e · inbound

Privacy Vulnerabilities of Attention Layers in Tabular Foundation Models and Protection of High-Risk Queries cites this paper.

Privacy Vulnerabilities of Attention Layers in Tabular Foundation Models and Protection of High-Risk Queries The mechanistic basis of data dependence and abrupt learning in an in-context classification task

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:50:11.151263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c88facb0-4d79-4405-a8e2-4d14f676780b · inbound

Fingerprint, Not Blueprint: How Positional Schemes Set the Default Spectral Algebra of Attention cites this paper.

Fingerprint, Not Blueprint: How Positional Schemes Set the Default Spectral Algebra of Attention The mechanistic basis of data dependence and abrupt learning in an in-context classification task

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-11T01:27:45.554497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.