Paper Citation Record · LEDGER

Examining Two Hop Reasoning Through Information Content Scaling

As of 11 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2502.03490.

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

pith.paper-citation-record.v1
2502.03490 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:04:07.912365Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

18 of 18 outbound references displayed

verified exact0
verified fuzzy9
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 58ab797e-fbd1-4291-9da8-05fd3d2e28cc · outbound

This paper cites write newline.

Examining Two Hop Reasoning Through Information Content Scaling write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T11:04:07.850281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ab28766-58e8-41c5-a426-0107129ca220 · outbound

This paper cites and Li, Y.

Examining Two Hop Reasoning Through Information Content Scaling and Li, Y

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:04:08.099695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dfdcf0dd-9d0e-403b-910c-fc7e9c0478ee · outbound

This paper cites Probing classifiers: Promises, shortcomings, and advances.

Examining Two Hop Reasoning Through Information Content Scaling Probing classifiers: Promises, shortcomings, and advances

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T11:04:07.858988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68abe1f1-f2a9-4ac3-84c8-6dd7137db40d · outbound

This paper cites T., and Fern, X.

Examining Two Hop Reasoning Through Information Content Scaling T., and Fern, X

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:04:08.083422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e95484ff-0db7-4af1-b88d-5bf608152139 · outbound

This paper cites an unresolved cited work.

Examining Two Hop Reasoning Through Information Content Scaling Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:04:08.073450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 45b42f7f-072b-4bfb-914e-ee2f2b7315d6 · outbound

This paper cites The Road Less Scheduled.

Examining Two Hop Reasoning Through Information Content Scaling The Road Less Scheduled

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T11:04:07.869963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9343069b-2521-4bf5-9c8a-70da26a477e5 · outbound

This paper cites Language Modeling Is Compression.

Examining Two Hop Reasoning Through Information Content Scaling Language Modeling Is Compression

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T11:04:07.873832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47c9c398-22a9-4165-a4c3-85e1050d8d36 · outbound

This paper cites The Llama 3 Herd of Models.

Examining Two Hop Reasoning Through Information Content Scaling The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T11:04:07.877732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693ffe3f-4e81-43fc-a6c7-aceebe42471c · outbound

This paper cites L., Jiang, L., Lin, B.

Examining Two Hop Reasoning Through Information Content Scaling L., Jiang, L., Lin, B

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:04:08.063390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9b2bc2cc-0f24-4320-bb9b-5bb316275eea · outbound

This paper cites R., Ewart, A., and Sharkey, L.

Examining Two Hop Reasoning Through Information Content Scaling R., Ewart, A., and Sharkey, L

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:04:08.053676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b444931f-6d32-4d0e-b22a-dd9f3310ac4c · outbound

This paper cites T., Goel, S., Krishnamurthy, A., and Zhang, C.

Examining Two Hop Reasoning Through Information Content Scaling T., Goel, S., Krishnamurthy, A., and Zhang, C

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:04:08.043009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 89ba61f9-fc2f-4ec1-948e-0b80d120654d · outbound

This paper cites an unresolved cited work.

Examining Two Hop Reasoning Through Information Content Scaling Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T11:04:07.890765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c144a963-a8ae-487c-bcc1-482564a37ee6 · outbound

This paper cites Attention is Turing-Complete.

Examining Two Hop Reasoning Through Information Content Scaling Attention is Turing-Complete

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:04:08.031663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8a1324a5-6d49-40a4-b4db-bce512440c9f · outbound

This paper cites an unresolved cited work.

Examining Two Hop Reasoning Through Information Content Scaling Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T11:04:07.897777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c959a3-c10e-4530-9ee5-dfab1d8eedc0 · outbound

This paper cites Grokked Transformers are Implicit Reasoners : A Mechanistic Journey to the Edge of Generalization , October 2024.

Examining Two Hop Reasoning Through Information Content Scaling Grokked Transformers are Implicit Reasoners : A Mechanistic Journey to the Edge of Generalization , October 2024

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:04:08.021081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1a6796d2-f707-4463-aa74-7d4c4e2a779f · outbound

This paper cites J., Babuschkin, I., Sidor, S., Liu, X., Farhi, D., Ryder, N., Pachocki, J., Chen, W., and Gao, J.

Examining Two Hop Reasoning Through Information Content Scaling J., Babuschkin, I., Sidor, S., Liu, X., Farhi, D., Ryder, N., Pachocki, J., Chen, W., and Gao, J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:04:08.009382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5e7d5e4d-eeac-4821-abcb-f024f5e9ca93 · outbound

This paper cites Do LLMs Really Think Step-by-step In Implicit Reasoning ?, January 2025.

Examining Two Hop Reasoning Through Information Content Scaling Do LLMs Really Think Step-by-step In Implicit Reasoning ?, January 2025

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:04:07.997740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2e7de2b9-a03f-4e51-ba9b-bcf7852e32cb · outbound

This paper cites an unresolved cited work.

Examining Two Hop Reasoning Through Information Content Scaling Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:04:07.985505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.