Pith. sign in

Paper Citation Record · LEDGER

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa?

As of 23 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.21656.

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

pith.paper-citation-record.v1
2607.21656 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T09:36:29.698759Z

measured 43 of 43 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 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

43 of 43 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved41
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7d414bc5-518e-4bf7-9819-3559a5941af1 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:24.582081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:24.582081Z digest=sha256:dfc968417c581ec8992efe18f2d64181c2bc2d23485e3ffc1e7eb1f691dd8746

Observation 9b083dd0-9af4-4ce5-9278-613a2e344950 · outbound

This paper cites Program Synthesis with Large Language Models.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Program Synthesis with Large Language Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:24.683453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:24.683453Z digest=sha256:fbcb08ce5e616e4d1b37599798045765563fabae0046a6be519207185fb1877c

Observation f212e5bb-a3c4-47d1-81da-ba5d82682bf6 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:24.785873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:24.785873Z digest=sha256:a0f2696091aafe23eeb5042c5f045e91c2c374cca3946dc2abfcf9c7a689260a

Observation 953ce52f-038a-4427-b95f-afe29736f2af · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:24.849608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:24.849608Z digest=sha256:89fb2361e552f6e036cba96b55b434268b4294c0a0b9dfea77a023df467a517f

Observation 575414cc-d25b-497b-a0db-9b62ee368132 · outbound

This paper cites CodeT: Code Generation with Generated Tests.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? CodeT: Code Generation with Generated Tests

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:24.981640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:24.981640Z digest=sha256:05e3d6076d075a008ad928e0c282b449c5677558624f1d6b0733daab728173bc

Observation cfdb288d-a646-432b-ad2d-5755b75a0d27 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Evaluating Large Language Models Trained on Code

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:25.100180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:25.100180Z digest=sha256:00b861b2cee38fbbc48a51849609c680e9ad41971b2e013c06c37d6b8203b463

Observation 5f933a05-f06a-4a8b-a9e5-8e601e7aefe8 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:25.173532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:25.173532Z digest=sha256:7baa2ffa2a23772f82ac2251f834c24dc4b62d4613cba40ac0f7437ba9f59660

Observation 6c3fe832-608d-4cc1-a2ba-2fea6857c3c7 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:25.229725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:25.229725Z digest=sha256:421a9409b2b3646c2b7f422b6bb03a0f31602bb2fda1f13ee2b7e7081363c3dd

Observation 1a00104e-6b99-4a51-8cc6-06ae3f071213 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:25.333885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:25.333885Z digest=sha256:63c750fa6f73bc37672dc0c13e8e567839952bba8e9a726324509c47d6dabc90

Observation 13295037-0268-4624-88ad-d84ee5ce97f2 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 10

Resolution
malformed identifier
no resolver link, observed 2026-08-01T09:36:25.645779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:25.645779Z digest=sha256:1ff97f59b0710fb8a58dd35676027f2fd3a16d3065289a1c63a115eac9e3b221

Observation 857f7cb2-db19-4843-b0f0-0767a87c8c05 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:25.755858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:25.755858Z digest=sha256:a5551c2d611aca76ea756fcdb3b8223145b3f6354f31c98d84debf91fb3be3c7

Observation 78ece201-d108-4ed9-b3b9-20dc820b483e · outbound

This paper cites Measuring Coding Challenge Competence With APPS.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Measuring Coding Challenge Competence With APPS

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:25.872246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:25.872246Z digest=sha256:5412b06d7c6b066b2e1344046650792167fa741e385488c9cb30a59042c26e97

Observation 8cb3ed9c-e7f6-4c33-bf82-269a3c109645 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:26.018084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:26.018084Z digest=sha256:e6e38f5d6af91b54ea59d64e4af6a7972216ab86c534f6275e542ef9f3248791

Observation a99336fd-12b1-4268-ad58-6abf1aa0eace · outbound

This paper cites AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:26.170549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:26.170549Z digest=sha256:745346d850a8db05553c4abf34c9f9140e4cc663da466bacf46d839e1dde89e7

Observation 3c2c5d9a-bbee-48bb-bbb6-8e91ecd3cdca · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:26.315230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:26.315230Z digest=sha256:2e4bff31bed21d34e60e2a0b2e406f7e35de5e8f2cd48e236c6312e0d719a15c

Observation 1236b66f-badc-4b4f-937c-bb86ebb4ecdb · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:26.465230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:26.465230Z digest=sha256:6d2edc802daa2de1e410ae3fcf57c52fd47cd308abd6c22eb24c251c8e1c391f

Observation 376eeadd-55c8-4053-a0b3-862a8166a7a6 · outbound

This paper cites DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:26.646394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:26.646394Z digest=sha256:61e322ac07d247bf5f50a3fd1abb6d79efe10bf2629217f346d4ddb657ecd0b5

Observation 6435fac2-465e-4f2e-851e-c3c74c3d374e · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:26.738915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:26.738915Z digest=sha256:10ee14a24b58f28788b0cd3021b92e80077bedca8ffa013fa978e632875344c6

Observation a4f7c57a-2ba8-415a-8084-7606d9e7d353 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:26.810714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:26.810714Z digest=sha256:e267967dcaa64d4f73871f24c9bad90ac04f4a73df1cf608f682d4323deb7413

Observation ee554287-3c6e-4435-8997-98215a0b7ab6 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:26.958598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:26.958598Z digest=sha256:240968d43769dfabc30042cb631ad2e9a355e6ec68b187859d8588f0069fe882

Observation eb0ddcbf-eaff-459e-bf07-60efb4e0196a · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:27.114167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:27.114167Z digest=sha256:4f486aabeb0ded94aa9cd2d9b3cfb3c7f4694f10ad2c8d340156cee77243aa2c

Observation b6149e0b-a057-4b6e-b82d-9b8c923c8866 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:27.233021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:27.233021Z digest=sha256:157e5981707c10345565f89576eb7addc95cfb495c48accddb9b8ac23a601d1f

Observation 2dd37e00-e5e8-48db-8307-c2e06be3d110 · outbound

This paper cites The Memory Curse: How Expanded Recall Erodes Cooperative Intent in LLM Agents.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? The Memory Curse: How Expanded Recall Erodes Cooperative Intent in LLM Agents

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:27.387444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:27.387444Z digest=sha256:eced1bad8dad5ce07243de71a0892ffa74d0fec28225fe62fe9e2ae4a486c280

Observation a1bb8cf4-f850-4b32-ad74-40c2c8fe5c8d · outbound

This paper cites Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Agentic SE @ KDD ’26, August 10, 2026, Jeju, Korea.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Agentic SE @ KDD ’26, August 10, 2026, Jeju, Korea

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:27.558492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:27.558492Z digest=sha256:932f089d1396dd13c949daf29492330b7a02fe574a1c60d26159e0b1b8a71c2d

Observation 0f210190-f69b-4b5d-82af-5e5ecf3f80a2 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:27.790578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:27.790578Z digest=sha256:e399baa51a3d65da27f6ac514bc928945f09a541ff59761def04986b2c69eed5

Observation 3ba91455-9f7b-4026-9cfd-0db96771a3ff · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:27.903029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:27.903029Z digest=sha256:8f6ed8ea9056317412f1efe55885142d23d3005d909a744a8801e397750cc6d8

Observation d4c8d906-a6b8-47bf-bd04-b327b198a129 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:27.994926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:27.994926Z digest=sha256:931c9c64aec210b9657a780ce8c4f25a666608cf03fff42c16370908d77adf03

Observation 38f8a74e-cfc6-4d5e-98d1-51f65921758a · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:28.113468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:28.113468Z digest=sha256:cafb80e797254b85e98614af9cb8e5dba92461324171a0e851564f64ba06e1a1

Observation 3f123e03-ca28-4d79-9d17-ef0635238b59 · outbound

This paper cites CodeCoR: An LLM-Based Self-Reflective Multi-Agent Framework for Code Generation.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? CodeCoR: An LLM-Based Self-Reflective Multi-Agent Framework for Code Generation

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:28.229589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:28.229589Z digest=sha256:50ff1cbf395e21c8508062f166397c2a7be47e7e988e12ada2b58efffb97be55

Observation 80f69c9c-3d01-4f8c-9c25-c92076d927db · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:28.369935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:28.369935Z digest=sha256:dcf4edd8c4f648e2783d0e019551e2cd08735489475749bbfadf02a94b3ed4a8

Observation d272da97-54cd-45c3-a39c-da0fda044306 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:28.516256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:28.516256Z digest=sha256:e954b3535d1d3ce66ce0a767ea888ef68ee98450f336292d3174bb3f29ff2c3c

Observation 5960df5a-2da0-4033-9ee1-2f08393e19ae · outbound

This paper cites The Efficiency Frontier: A Unified Framework for Cost-Performance Optimization in LLM Context Management.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? The Efficiency Frontier: A Unified Framework for Cost-Performance Optimization in LLM Context Management

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:28.633449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:28.633449Z digest=sha256:7a919f66fb67bc423585ea5c09552dbe399e670c398ca19cbe418a5a9c8af74a

Observation 47889fc3-59d1-4f1a-9085-ba685ba9cda0 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:28.750410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:28.750410Z digest=sha256:bb61c56091565a8e9989599613782b6c58d5947db5d0fe41dd5e1bd3effc8c64

Observation 6868504a-078c-4227-b204-9c9818b2a87f · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:28.895235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:28.895235Z digest=sha256:ade4f4e6ffb0c3f9f5546afb5196fb215e2db5b2f5d5864a1be5eb7e158fec14

Observation 8fc6d8c3-2878-4694-b5af-6610cab961a9 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 35

Resolution
verified exact
doi, observed 2026-08-01T09:39:29.017834Z

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.

source=pdf_text observed=2026-08-01T09:36:29.062277Z digest=sha256:975a90d0a117d13b16c205a52270726683ce5d5652b330d3ee2f299b804e90cc

Observation dc99314b-0d0f-4183-a6e4-28092e9f72e7 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:29.242346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:29.242346Z digest=sha256:146bd1c2e20766f8b19c67421ecd08780a364acbe3abf19d3192c2ec8791dc5e

Observation 47361ae1-7b43-4ef8-b5a2-f42563c1e0c8 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:29.324936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:29.324936Z digest=sha256:f04deae25904e7f450dd7c93100d154caa3b772d43e04256b357b4e2e7e43c5d

Observation 827e94de-ba57-4ab7-943d-dab63b7cca55 · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:29.476548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:29.476548Z digest=sha256:9b9c648ded907bd967063d09a97d8b7d3d5d6414eff1d7f845c27ea2ba8d14e5

Observation e21223bd-b512-41ec-9522-a2ff31dfcb9e · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:29.587804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:29.587804Z digest=sha256:28092a77ad5776893bd041bde9ee93d7ff4a0889e31b519d0034a84925cf948a

Observation 1601bb2d-f3a2-4b57-ace5-ec3e00209850 · outbound

This paper cites Accuracy, Stability, and Repeated-Run Reliability of Large Language Models on Deterministic Programming Tasks.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Accuracy, Stability, and Repeated-Run Reliability of Large Language Models on Deterministic Programming Tasks

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:29.698759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:29.698759Z digest=sha256:9b5c3f2e75cf12bd04caccc2902b4e606e8e5c3493d056d506e16640bdded460

Observation 1675b5bc-b089-4ac2-a45d-6d271db207be · outbound

This paper cites an unresolved cited work.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? Unresolved cited work

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:27.675558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:27.675558Z digest=sha256:4c431e5722158a9372b55461777874b3dbcee4b2d7fa4e50fe33a7c9e3dd25ea

Observation ac8757e4-9a11-48b8-a4fb-757b641551b9 · outbound

This paper cites InForty-first international conference on machine learning.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? InForty-first international conference on machine learning

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:25.482579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:25.482579Z digest=sha256:7c4efd7f8c247df8aee442e99bf1326f7060308b0f420b2a40544e703550375f

Observation 902a2a71-9f42-458b-8b92-bc78fb7d7594 · outbound

This paper cites ChainCaps: Composition-Safe Tool-Using Agents via Monotonic Capability Attenuation.

Cross-Model LLM Code Review: Should you use Claude to review Codex or vice versa? ChainCaps: Composition-Safe Tool-Using Agents via Monotonic Capability Attenuation

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-01T09:36:26.568036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:36:26.568036Z digest=sha256:b76b45210ea9243a6e20bf8b7659ef2de88f956f110965fbbf2997c81ee02af3

Pith citing papers

No inbound Pith citation observations are available.