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Paper Citation Record · LEDGER

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2601.18381.

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

pith.paper-citation-record.v1
2601.18381 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T08:03:55.422807Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

34 of 34 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved34
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 54d4d97d-2920-41ba-8734-feb31579d4f2 · outbound

This paper cites Langraph conditional workflow.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Langraph conditional workflow

Reference 1

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no resolver link, observed 2026-08-03T08:03:52.060532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:52.060532Z digest=sha256:e513d4e29740174d514703a17b643a5b791eebcb05f91c3b4b3612661b76c92f

Observation 82080225-3285-403c-804f-040179c0974a · outbound

This paper cites Prompt Design and Engineering: Introduction and Advanced Methods.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Prompt Design and Engineering: Introduction and Advanced Methods

Reference 2

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source=pdf_text observed=2026-08-03T08:03:52.107269Z digest=sha256:e0f840676ef4039c5724c00092df9d61ec1a74e97bb7f8f96650e2e6c6583587

Observation 44b9bc82-cf71-4ea9-b3b5-f4879d836879 · outbound

This paper cites Software engineering for machine learning: a case study.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Software engineering for machine learning: a case study

Reference 3

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source=pdf_text observed=2026-08-03T08:03:52.164582Z digest=sha256:7122be434e9299d4097e93fdf16617b75ab3a9089950c1fc6e5a142a6a8a33ca

Observation 74b179ef-447e-4276-a3e8-e63b291a653c · outbound

This paper cites Towards Reproducible LLM Evaluation: Quantifying Uncertainty in LLM Benchmark Scores.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Towards Reproducible LLM Evaluation: Quantifying Uncertainty in LLM Benchmark Scores

Reference 4

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no resolver link, observed 2026-08-03T08:03:52.276129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:52.276129Z digest=sha256:30c224764056b7502ded4af0270fa1660442ecd547f0fa564c7034312fba1e76

Observation 5331f712-338f-4490-a028-f2478d3c9468 · outbound

This paper cites Prompto: An open source library for asynchronous querying of LLM endpoints.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Prompto: An open source library for asynchronous querying of LLM endpoints

Reference 5

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no resolver link, observed 2026-08-03T08:03:52.379688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:52.379688Z digest=sha256:a4cf2bf0ef2e06d62dbf6d005de24cdea44a117dbf0bc13e3463ff2968a4f36c

Observation e4d6f6d3-7c00-47b8-af99-77bc88046c11 · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 6

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no resolver link, observed 2026-08-03T08:03:52.460979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:52.460979Z digest=sha256:28e016be4868ae63c7bf3508bf85e6d481cb328f9ff956cc2732f2e157535f5b

Observation 7c7fcb3a-b928-4fa4-a1e6-5c988499aedd · outbound

This paper cites Evaluating Large Language Models Trained on Code.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Evaluating Large Language Models Trained on Code

Reference 7

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T08:03:52.551058Z digest=sha256:c254764506c77131d9801794b8208ef02b54ee0eefacdb4b332e21517db08337

Observation c98f56a5-2ca8-4c30-895b-0eed75d5a206 · outbound

This paper cites Bruce Croft, Donald Metzler, and Trevor Strohman.Search Engines: Information Retrieval in Practice.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Bruce Croft, Donald Metzler, and Trevor Strohman.Search Engines: Information Retrieval in Practice

Reference 8

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no resolver link, observed 2026-08-03T08:03:52.635854Z

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source=pdf_text observed=2026-08-03T08:03:52.635854Z digest=sha256:a805118289bd9ca4890231181f359c87175c05d3d4691769ad28521ce0b938b9

Observation 37cd7d8d-322f-4bd3-b998-65f617069aa1 · outbound

This paper cites Bruce Croft, Donald Metzler, and Trevor Strohman.Search engines: information retrieval in practice.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Bruce Croft, Donald Metzler, and Trevor Strohman.Search engines: information retrieval in practice

Reference 9

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no resolver link, observed 2026-08-03T08:03:52.718272Z

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source=pdf_text observed=2026-08-03T08:03:52.718272Z digest=sha256:fae53a7857d97124d618a582f8bcc2673e5ab0f3fcdc0e143169c05e207be21f

Observation 472bdf0a-ea15-405d-9f38-a06fde3fbb44 · outbound

This paper cites Devito tutorials.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Devito tutorials

Reference 10

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source=pdf_text observed=2026-08-03T08:03:52.805461Z digest=sha256:827413630a29b7cbec571903a37cda4dd2f85303335a12b922da21c798a5d2d9

Observation b24f69fc-e6e5-4de5-b89c-ef7659abc1bb · outbound

This paper cites an unresolved cited work.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-03T08:03:52.814066Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:52.814066Z digest=sha256:f08f515e74ac520adfc8808f6aa56b06f6ce7c5296105114ca5de0d258e77b37

Observation 4554176c-194f-4aba-aa70-f59504e17e16 · outbound

This paper cites Asynchronous LLM Function Calling.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Asynchronous LLM Function Calling

Reference 12

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no resolver link, observed 2026-08-03T08:03:52.847227Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:52.847227Z digest=sha256:6a8413ce4bdf2a79343d17e4e3be6b6f5b36c8f7b54e6bd25891ff44d539eee7

Observation 8342a7a2-4e25-4369-8df5-e42881052f8f · outbound

This paper cites Large language models for code: security hardening and adversarial testing.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Large language models for code: security hardening and adversarial testing

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:53.013096Z digest=sha256:ced96144cd2a918c6c7058b7c8e33e9afc4234f90fac5481edcd2b634d608d04

Observation 698af431-314f-44e1-ad8e-d30ba1ac3e54 · outbound

This paper cites The prompt canvas: A literature- based practitioner guide for creating effective prompts in large language models.arXiv preprint arXiv:2412.05127, 2024.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito The prompt canvas: A literature- based practitioner guide for creating effective prompts in large language models.arXiv preprint arXiv:2412.05127, 2024

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:53.069914Z digest=sha256:4fa6b942e97929288edfeb7d43b4ba5d3d3224da2e1cf49983cbbbb1ce78422c

Observation d769b168-67c9-4b35-bf73-19337ba90ea4 · outbound

This paper cites Rag-anything: All-in-one multi- modal rag system.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Rag-anything: All-in-one multi- modal rag system

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:53.192166Z digest=sha256:1280e5282d79f4538246dd4ee4f72a02041d9da02c53c79fdeb242f8cc2c37a6

Observation 37698a64-4a05-41d4-9797-30c5d08bbca3 · outbound

This paper cites Distilling Internet-Scale Vision-Language Models into Embodied Agents.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Distilling Internet-Scale Vision-Language Models into Embodied Agents

Reference 16

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source=pdf_text observed=2026-08-03T08:03:53.333044Z digest=sha256:2757312f7d4d0077c608227f2d8ffafc879524684d766d1ba308cee80f56d371

Observation a8dc216a-20aa-4a40-aa7b-645ad6a181ce · outbound

This paper cites Rag from scratch: Part 1 (overview).

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Rag from scratch: Part 1 (overview)

Reference 17

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no resolver link, observed 2026-08-03T08:03:53.450167Z

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source=pdf_text observed=2026-08-03T08:03:53.450167Z digest=sha256:983522e853d6500284fbb1061d2b41a3085ec5a15ad67c03a9f09c1d3baf4f9f

Observation eb72dad4-9e32-46b1-aedc-2ee5fdabb9d0 · outbound

This paper cites Structured outputs.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Structured outputs

Reference 18

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source=pdf_text observed=2026-08-03T08:03:53.562884Z digest=sha256:fe53da468929900de03ff8efbfdc68fa091d37899a9c612ba9cd2ba747e4755a

Observation 4d05029a-9e32-416a-b4a9-2014f4632f1a · outbound

This paper cites Langgraph graphs reference.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Langgraph graphs reference

Reference 19

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source=pdf_text observed=2026-08-03T08:03:53.650025Z digest=sha256:d95a4f0613879653023ffdd58abcbe84930c66289e387efcd3ca558b5fe72040

Observation cb0c8c42-4fb6-48ed-a7ef-f6998a595502 · outbound

This paper cites we need structured output.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito we need structured output

Reference 20

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source=pdf_text observed=2026-08-03T08:03:53.795093Z digest=sha256:22fae84e3f54f8e1be8e649e00176861e9d47e815c190014888a91757a8ab2ef

Observation eacc50fa-a29d-4874-adf5-9804a5b7b572 · outbound

This paper cites G-eval: Nlg evaluation using gpt-4 with better human alignment.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito G-eval: Nlg evaluation using gpt-4 with better human alignment

Reference 21

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source=pdf_text observed=2026-08-03T08:03:53.873990Z digest=sha256:3204f96ef45d6bd26b5e57e1b881e1b95650579d303afb90df4dcf7adf12b383

Observation 56b0b34b-1cd6-40d8-aa16-4e3708b91a2f · outbound

This paper cites Witte, Felix J.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Witte, Felix J

Reference 22

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source=pdf_text observed=2026-08-03T08:03:53.967253Z digest=sha256:d0d535170461117bd334326ee5efb621af3947406fddb13d165ec0eaba02438c

Observation df97e5cc-8221-4d68-bc2e-c09ad973b361 · outbound

This paper cites Witte, Jan H ¨uckelheim, Charles R.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Witte, Jan H ¨uckelheim, Charles R

Reference 23

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no resolver link, observed 2026-08-03T08:03:54.056272Z

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source=pdf_text observed=2026-08-03T08:03:54.056272Z digest=sha256:73ce3287404e4e5f589516d6cda9bf80d7ab8610693211e55d0dba98d1a7c71c

Observation be78f8e9-c0de-4123-9f49-64c69750596a · outbound

This paper cites Manning, Prabhakar Raghavan, and Hinrich Sch ¨utze.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Manning, Prabhakar Raghavan, and Hinrich Sch ¨utze

Reference 24

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no resolver link, observed 2026-08-03T08:03:54.181310Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:54.181310Z digest=sha256:3d6f6499d62d108d5abf4933fa6cb62ecf43c092a46f4a9975dbe24b0f585303

Observation 820024d3-e40b-4131-9fa6-f7c7df1f7a77 · outbound

This paper cites Graphrag: Unlocking llm discovery on narrative private data.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Graphrag: Unlocking llm discovery on narrative private data

Reference 25

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no resolver link, observed 2026-08-03T08:03:54.291052Z

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source=pdf_text observed=2026-08-03T08:03:54.291052Z digest=sha256:598f91d77ae16523a4e0cbe692aad5574d2d04bc8f34344309acecc5966a85e5

Observation bd315db3-ae86-4c80-810b-7f3e9539f48a · outbound

This paper cites Mteb: Massive text embedding benchmark.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Mteb: Massive text embedding benchmark

Reference 26

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no resolver link, observed 2026-08-03T08:03:54.409004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:54.409004Z digest=sha256:612495d1d5eb464775a81f4ac94a9e98bcf6007b69c90b274275c91ca453e235

Observation aaffbba7-1db8-4398-a788-9748e48673c0 · outbound

This paper cites Doing rag on pdfs using file search in the responses api.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Doing rag on pdfs using file search in the responses api

Reference 27

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unresolved
no resolver link, observed 2026-08-03T08:03:54.585038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:54.585038Z digest=sha256:7b79127a87a4a5398a0fa289b6fea66240dc98d085dc9bac0d288432c51dbf08

Observation 6f5d0c12-daff-4729-a233-2afb1ad0d92a · outbound

This paper cites Offline evaluation for ranking models: precision and recall at k.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Offline evaluation for ranking models: precision and recall at k

Reference 28

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no resolver link, observed 2026-08-03T08:03:54.735752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:54.735752Z digest=sha256:1001653162b39c7b15e29d12a22044f63f0f5b3b3e9b878ff78f0df00b3eec81

Observation ee44444b-a4d6-4313-932b-a1747820737a · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert-networks.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Sentence-bert: Sentence embeddings using siamese bert-networks

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:54.883854Z digest=sha256:e98e7f3085f961b24efe8108e78729cc1704d6469292693da2b3578a415e79f3

Observation 09eaba72-34e7-4593-8249-53f72a79648a · outbound

This paper cites O’Reilly Media, Sebastopol, CA, 2nd edition, 2015.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito O’Reilly Media, Sebastopol, CA, 2nd edition, 2015

Reference 30

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no resolver link, observed 2026-08-03T08:03:55.040427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:55.040427Z digest=sha256:e381f0bfaaa7a3c9831103ad20b0f4d21ad05a808c6c5f10e5c8e73b15060d9f

Observation 91b80648-3b45-4476-9e56-fd95afa1c62e · outbound

This paper cites The ruff formatter.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito The ruff formatter

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:55.184340Z digest=sha256:4b58a5d6f11d06a17678e38b753f73d888801ea3a15c1145f948487fa5075533

Observation af419013-7b8a-4b71-a380-11c9078824be · outbound

This paper cites V oorhees.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito V oorhees

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:55.335790Z digest=sha256:d46c0b7f748266305f9a1b62b2a241c5a0d3e638213d3426221f237ce3e2e5e4

Observation b2a34230-e3f3-4def-8b75-37290df6721a · outbound

This paper cites Enhancing llm-based code translation in repository context via triple knowledge-augmented.arXiv preprint arXiv:2503.18305, 2025.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Enhancing llm-based code translation in repository context via triple knowledge-augmented.arXiv preprint arXiv:2503.18305, 2025

Reference 33

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no resolver link, observed 2026-08-03T08:03:55.422807Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:55.422807Z digest=sha256:6aff0ac02d1fa23204b9b0d3e30b7b9e7685f5dc1fce46e6149eb3c69f9a4c5a

Observation ece5aef0-1d89-4216-8fdd-6a2cdbfa4214 · outbound

This paper cites an unresolved cited work.

AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito Unresolved cited work

Reference 2025

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source=pdf_text observed=2026-08-03T08:03:53.725119Z digest=sha256:c41aec90114b25e968e8330c0c2ed1f4bd606eb5bff08a9bf6be7cc84ff82699

Pith citing papers

No inbound Pith citation observations are available.