Paper Citation Record · LEDGER

The Larger They Are, the Harder They Fail: Language Models do not Recognize Identifier Swaps in Python

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2305.15507.

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

pith.paper-citation-record.v1
2305.15507 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T23:21:56.483947Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T03:55:59.753007Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

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 35b8378b-a660-490e-8d2d-77852a76e736 · inbound

CodeMind: Evaluating Large Language Models for Code Reasoning cites this paper.

CodeMind: Evaluating Large Language Models for Code Reasoning The Larger They Are, the Harder They Fail: Language Models do not Recognize Identifier Swaps in Python

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-24T03:55:59.757508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3fed90c5-31f1-4807-b6d7-1df09cc49c55 · inbound

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code cites this paper.

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code The Larger They Are, the Harder They Fail: Language Models do not Recognize Identifier Swaps in Python

Reference 87

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T17:34:43.072142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 49a4fb7b-7d3d-4abb-8c0d-cfba75b1e4e5 · inbound

A Tool for In-depth Analysis of Code Execution Reasoning of Large Language Models cites this paper.

A Tool for In-depth Analysis of Code Execution Reasoning of Large Language Models The Larger They Are, the Harder They Fail: Language Models do not Recognize Identifier Swaps in Python

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-09T23:21:56.483947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a87084cf-e3ad-4423-aaa6-161a5f430024 · inbound

Assessing Coherency and Consistency of Code Execution Reasoning by Large Language Models cites this paper.

Assessing Coherency and Consistency of Code Execution Reasoning by Large Language Models The Larger They Are, the Harder They Fail: Language Models do not Recognize Identifier Swaps in Python

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-18T06:00:57.272974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.