Paper Citation Record · LEDGER

Systematic Generalization in Language Models Scales with Information Entropy

As of 17 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2505.13089.

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

pith.paper-citation-record.v1
2505.13089 v2

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:26:21.424714Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

35 of 35 outbound references displayed

verified exact3
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dcdcc0ce-12b6-4fb7-a96e-9330a3637d1a · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.978023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 91098917-4a20-41c0-9ed2-a1b4c0f78e8d · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

Systematic Generalization in Language Models Scales with Information Entropy Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.255582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4328a138-eeb4-4a6b-87f8-d5e0135f38ae · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-15T20:26:21.559719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 260c82fc-c183-401d-91f1-95eeb4622b7f · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.266353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f261463-0cd9-407a-894d-0926d8dd1ced · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.950484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 51db11b9-c92c-4b04-8e74-e40736b60759 · outbound

This paper cites A Complexity-Based Theory of Compositionality.

Systematic Generalization in Language Models Scales with Information Entropy A Complexity-Based Theory of Compositionality

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.277781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2147d2e8-da0d-4023-8158-835251202326 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.934053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4331830d-6be0-42b9-8745-728d52b3ba36 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.289014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93d0a976-2cbf-4125-ad0b-990660e8ff34 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.906108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3aa9ac03-a829-4c77-8d59-f4e6c88a7406 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.889530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3f227b00-89af-4bb7-aaf9-18be49d059dd · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.872566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eea8a08c-16fe-42ac-b0b6-6a0325644e0d · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.309041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f94eb426-6ca6-495a-b471-bb2ff0ff2677 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.314171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e25323e1-beaf-4837-a5d3-fba7915c6476 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.318811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cadb2320-11aa-40df-9642-ea4dc98992ab · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.844925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 364e1316-5431-45c0-87c1-8bf774debb48 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.328385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e6bead6-0751-4c6f-9e72-26de4816060a · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.817342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 554e8cb5-fb3f-40ef-9f1a-247898207860 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.800742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1931bcff-268b-47c2-8793-219345b9b9dc · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.783928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6277b712-9e94-43d5-bd85-9bd81840a039 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.347812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f2e2742-349a-4ed5-80aa-f546342438a9 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.353025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20e58c51-52d1-402e-b03e-df28ebb9e9af · outbound

This paper cites GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.

Systematic Generalization in Language Models Scales with Information Entropy GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.357874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fed1428-735c-42eb-aff3-15ebfbd1fd2e · outbound

This paper cites fairseq: A Fast, Extensible Toolkit for Sequence Modeling.

Systematic Generalization in Language Models Scales with Information Entropy fairseq: A Fast, Extensible Toolkit for Sequence Modeling

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.363148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1a85899-2001-4524-b418-b2747b997bee · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.767424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 79aa6772-369c-4f0b-ad81-f03e47532d15 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.373937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71a1e5bd-00be-4900-a69e-e82c7f8e6542 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.739472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5af9e998-f5fe-4318-b9ac-bf4b6d92ba14 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.384005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96eeb932-8c7d-4378-a1bf-37706f0804e3 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.721972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ca971551-8e62-4731-a32a-391aef0a8577 · outbound

This paper cites GLU Variants Improve Transformer.

Systematic Generalization in Language Models Scales with Information Entropy GLU Variants Improve Transformer

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.394488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7a930de-b793-4c07-8e88-bd0f1170dec7 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.399544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad5916ca-13bc-4895-a2ec-c894e65080fd · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.692744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 36c805fa-1341-4445-92e4-af4c4d4f4366 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:26:21.409859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb4e75f9-cf45-4859-afa6-100014be7a8f · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:26:21.663540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e7d04f8a-7a3a-4e49-857b-6582f9799883 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 34

Resolution: verified exact; doi, observed 2026-08-15T20:26:21.480886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d6295986-645e-4c7a-a0ea-0eb78cca3471 · outbound

This paper cites an unresolved cited work.

Systematic Generalization in Language Models Scales with Information Entropy Unresolved cited work

Reference 35

Resolution: verified exact; doi, observed 2026-08-15T20:26:21.463673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.