Paper Citation Record · LEDGER

A NotSo Simple Way to Beat Simple Bench

As of 12 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 1 inbound Pith citation observation for arXiv:2412.12173.

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

pith.paper-citation-record.v1
2412.12173 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:09:36.802004Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T12:43:45.340196Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-09T12:43:45.427574Z

Reference resolution

11 of 11 outbound references displayed

verified exact0
verified fuzzy5
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a1e92757-c004-4ef6-815d-e31368ace875 · outbound

This paper cites an unresolved cited work.

A NotSo Simple Way to Beat Simple Bench Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:09:36.967163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b5f484a1-c5e2-44b5-a5d6-e38238868df4 · outbound

This paper cites an unresolved cited work.

A NotSo Simple Way to Beat Simple Bench Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:09:36.930160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b7191d34-6c59-4cce-9783-1b9bb40f972b · outbound

This paper cites an unresolved cited work.

A NotSo Simple Way to Beat Simple Bench Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:09:36.941891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e0e7fd75-acf8-4b5a-9372-b1c78483531a · outbound

This paper cites If the feedback gate identifies issues, the model generates a revised step based on the feedback provided.

A NotSo Simple Way to Beat Simple Bench If the feedback gate identifies issues, the model generates a revised step based on the feedback provided

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:09:36.918068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 46561f24-0ff6-4803-bd81-3e49f820a57e · outbound

This paper cites an unresolved cited work.

A NotSo Simple Way to Beat Simple Bench Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:09:36.904000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 93956fe2-cb9e-4447-b20b-5906ccf9eec1 · outbound

This paper cites an unresolved cited work.

A NotSo Simple Way to Beat Simple Bench Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:09:36.891690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e3166677-0c4a-426c-88de-b9c1c7df6195 · outbound

This paper cites The global consistency check ensures that the solution space is explored, and any unexplored assumptions & possible deviations are addressed.

A NotSo Simple Way to Beat Simple Bench The global consistency check ensures that the solution space is explored, and any unexplored assumptions & possible deviations are addressed

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:09:36.880262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b34ff2de-7a51-4276-9e70-6b4378dc4071 · outbound

This paper cites Rounded EAG@5 offers a more granular view of 8 performance under such constraints, particularly for models that may excel in edge cases or fail sporadically.

A NotSo Simple Way to Beat Simple Bench Rounded EAG@5 offers a more granular view of 8 performance under such constraints, particularly for models that may excel in edge cases or fail sporadically

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:09:36.868481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1c3b7b15-d406-4d73-b3ba-51f090444fb9 · outbound

This paper cites Thus, AVG@5 was deemed sufficient for capturing general trends without the added comple xity of MAG.

A NotSo Simple Way to Beat Simple Bench Thus, AVG@5 was deemed sufficient for capturing general trends without the added comple xity of MAG

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:09:36.854198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1b3b162e-5e7c-42e0-ad7f-ac55dce6f828 · outbound

This paper cites Scaling Laws for Neural Language Models.

A NotSo Simple Way to Beat Simple Bench Scaling Laws for Neural Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T17:09:36.802004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cb716b1-0282-495a-a389-3c68821f3859 · outbound

This paper cites Step X: [Your reasoning here].

A NotSo Simple Way to Beat Simple Bench Step X: [Your reasoning here]

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:09:36.954648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation 66da9b07-76a6-4a1d-97b5-e7922a4032a2 · inbound

Evalita-LLM: Benchmarking Large Language Models on Italian cites this paper.

Evalita-LLM: Benchmarking Large Language Models on Italian A NotSo Simple Way to Beat Simple Bench

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T12:43:45.432046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.