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Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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:d8a2bce065021ce8a1be47d0b634cf518e0f1c4d983d549c323f3d4120f723b8

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=sha256:020064e89878a658a367aba000fcf54e6011cebd7125364d2e1e706cb682a864

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:f441a92bc81ee9bc46c25719d15ed62a2d16ffc438f241ad311166e2ec5ed9db

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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Source-reported events for the cited work

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source=pdf_text observed=2026-08-03T08:03:52.276129Z digest=sha256:551f2cf6f76d5b1f6a2073741b94e675f920de18a71645339edc8ec7a2e4fadc

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

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source=pdf_text observed=2026-08-03T08:03:52.379688Z digest=sha256:482db683192659c96cfef0ac1770577a2404e401adc6d13c1c33b36f08ef192a

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=sha256:01f11c1d75bfe9bbd714bf6d3ae89ce9ff204e29a370b82e8f874125011e91c6

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=pdf_text observed=2026-08-03T08:03:52.551058Z digest=sha256:fa1997e60c94b5a65fe99b0e16db4829929258b87dea92d191d2274130523ea5

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=sha256:9401adb4d03fd1ab327d4ccc1687cdb5add1e7a07df7967ab848274ed4abad4b

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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source=pdf_text observed=2026-08-03T08:03:52.718272Z digest=sha256:52fd83f91796dadc9de4ab93ab2fe60ccc5e08ef6f9c5fb0e6d298c2365953c3

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=sha256:90f7b6b0b3fb29cd39c8e0da50fb86fd4165663bbd4fafc8ceaade1637571ed8

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:52.814066Z digest=sha256:0970b8205e1e6cf89f5b2d996337f388d027881019181799b198c7ccdf9f427d

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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source=pdf_text observed=2026-08-03T08:03:52.847227Z digest=sha256:48c875de4d7d1aa58fbadb405116ad2381f11626e48c4750429281bb78002d75

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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source=pdf_text observed=2026-08-03T08:03:53.013096Z digest=sha256:d61ec36cd48bf78809fe7bb16a361033c8577b75b94ce9cbde8212bc482636a1

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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source=pdf_text observed=2026-08-03T08:03:53.069914Z digest=sha256:93558cafe8418dc6940321a2151d6279b41ee7000b5be484c9c7c6a08d5b59b9

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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no resolver link, observed 2026-08-03T08:03:53.192166Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:53.192166Z digest=sha256:dbbf48c3050a526f8c790eed932f3cfc770e14a5fdfd2218f3bb15b72ec6f56f

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=sha256:11447e1cc66492a564e8b2180187818037907c70191052b379281a33fc5f74c7

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:53.450167Z digest=sha256:8742ecec6310e2d7fa51e2f03384bf064777102e2ad5a58d05a17fc51a3c2f20

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:d345a784a6ae2634d9eadd49b94e87f1a950be6656854ae6e2cf76fa1f69f9bd

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=sha256:7599d03013f1312f144cb0cee146395ec50c384ebca3cbf0aba3936b24291d68

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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no resolver link, observed 2026-08-03T08:03:53.795093Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:53.795093Z digest=sha256:07fd51d8527e4b6489b615348cd3c78ef0e8e64aea0c511eab2a76420f28e441

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:53.873990Z digest=sha256:da2b5bb8605eeab005ff53d290e33db2c52689ff33839044f893c7fecabcacb1

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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no resolver link, observed 2026-08-03T08:03:53.967253Z

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source=pdf_text observed=2026-08-03T08:03:53.967253Z digest=sha256:b20e0fb927fbe58dd2761a72b43b08b55fc29324cb4d88c6e2d7b425d941c2d6

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=sha256:88e07701c35be88f439b865f74f16f55564d1e26a8d7da51fb54ae58e0a1000b

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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source=pdf_text observed=2026-08-03T08:03:54.181310Z digest=sha256:e72421dafe364870049b6c66115cdcc88bc4ad5626b0ab383e84a7381712dbab

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:c201bfa90c978c3d4ff99c6517038ac0178b29060cb9c83787eae2c022f14ccd

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:54.409004Z digest=sha256:cf037deb99e2ba27a935cdfa51cb043e9fbd297f4b950b80162c5a889e15bd1e

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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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=sha256:5806088d4ad7c8bee34a3a0d703fab6d3d61bf5775909e4cc2c834eed3148d56

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=sha256:953b499b6361fb89b4c11319085399033c2f0037736368875dcfe50f32b3b52b

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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no resolver link, observed 2026-08-03T08:03:54.883854Z

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source=pdf_text observed=2026-08-03T08:03:54.883854Z digest=sha256:df4a12615fcc241a8f1f92720032fcc6f1999486b1ea0286213b168f9e3773a9

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

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source=pdf_text observed=2026-08-03T08:03:55.040427Z digest=sha256:b54b33c9c6903fa14b31173229fc50368ca732d78381621faaf44a8d5c7ed5da

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=sha256:53e05229c0d672308be285b044ea43b7f8d57ed2d2d1574dd43a4b889cc70e85

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:a05f262e150119518c0d4cf558a86b07a7f814992b440a6f0ef38d73cf9fcbaa

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:03:55.422807Z digest=sha256:dbc19d4005f383b0778cf6a682a84ed9c7b426317246c5afa27f6a038ca27b76

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:e830c5966e3815e31b10a7f6524b109fddd5ba65346001e11fc260c25e1cbfac

Pith citing papers

No inbound Pith citation observations are available.