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Paper Citation Record · LEDGER

Snakemaker: Seamlessly transforming ad-hoc analyses into sustainable Snakemake workflows with generative AI

As of 18 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 1 inbound Pith citation observation for arXiv:2505.02841.

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

pith.paper-citation-record.v1
2505.02841 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:10:18.658434Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:56:22.568003Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T12:16:17.039197Z

Reference resolution

10 of 10 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eca67846-4e57-420e-848b-e18762e47335 · outbound

This paper cites Reproducible bioinformatics project: A community for reproducible bioinformatics analysis pipelines.

Snakemaker: Seamlessly transforming ad-hoc analyses into sustainable Snakemake workflows with generative AI Reproducible bioinformatics project: A community for reproducible bioinformatics analysis pipelines

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:18.822839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T10:10:18.616546Z digest=sha256:ff8384780c5b483c3c0e406fadf15b55308bfa31c8af139968b96eb918669677

Observation 7fb64fe6-5e28-4770-adbe-45cc6b727ae4 · outbound

This paper cites Ten simple rules for reproducible computational research.

Snakemaker: Seamlessly transforming ad-hoc analyses into sustainable Snakemake workflows with generative AI Ten simple rules for reproducible computational research

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:18.809398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T10:10:18.621867Z digest=sha256:a5f79e37d8094cb5040331b8588af0ad240b8f71fa64e59001d9eedf3f81bd46

Observation 28574cf5-3a90-486c-8658-c87741932f6d · outbound

This paper cites Sustainable data analysis with snakemake.

Snakemaker: Seamlessly transforming ad-hoc analyses into sustainable Snakemake workflows with generative AI Sustainable data analysis with snakemake

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:18.795446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T10:10:18.626238Z digest=sha256:4132023ad3b25436e551547405f37ea02ef4e161a56dfafb330c08782a76fb67

Observation c754a1dd-3e45-4f2d-9bfd-176192898c43 · outbound

This paper cites For long-term sustainable software in bioinformatics.

Snakemaker: Seamlessly transforming ad-hoc analyses into sustainable Snakemake workflows with generative AI For long-term sustainable software in bioinformatics

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:18.780998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T10:10:18.630521Z digest=sha256:8b9fd5469b76aae5f563e5f4cdc6bffa15283f6ba7bdf9502ed4f5dd5ff9927e

Observation d715475e-0164-4902-b3c6-f381dea7f267 · outbound

This paper cites Improving bioinformatics software quality through teamwork.

Snakemaker: Seamlessly transforming ad-hoc analyses into sustainable Snakemake workflows with generative AI Improving bioinformatics software quality through teamwork

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:18.766209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T10:10:18.634671Z digest=sha256:36b340b165f9fe82bff5f43b5a2d08900ebddef6c961c86c15a61d129afba05b

Observation 09dfdce5-48cd-41df-a035-04678b9f48b3 · outbound

This paper cites Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models.

Snakemaker: Seamlessly transforming ad-hoc analyses into sustainable Snakemake workflows with generative AI Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-16T10:10:18.639684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:10:18.639684Z digest=sha256:e4c5d2b3e69a6cd9f309e0b73c1831c8bd38b84d0f675c58ccd931916b0c6777

Observation fd650896-5920-4a53-be27-af458a6d363d · outbound

This paper cites A second step towards complexity-theoretic analogs of rice’s theorem.

Snakemaker: Seamlessly transforming ad-hoc analyses into sustainable Snakemake workflows with generative AI A second step towards complexity-theoretic analogs of rice’s theorem

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:18.752411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T10:10:18.644885Z digest=sha256:29a391b7903a3e878ba0d7ff36d901cace140b089626eab02f72748e7b5d15b6

Observation f7139402-0911-49d8-8686-4d0979aa856a · outbound

This paper cites Whitepaper on Prompt Engineering by Google.

Snakemaker: Seamlessly transforming ad-hoc analyses into sustainable Snakemake workflows with generative AI Whitepaper on Prompt Engineering by Google

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:18.737953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T10:10:18.648957Z digest=sha256:016757d7963a049f94f3845de4fa903ff0f0e219ccb3d9b709fcfcbed27f0b4d

Observation 447d34c8-90c2-41bb-ba55-593bce8619af · outbound

This paper cites Text generation and prompting.

Snakemaker: Seamlessly transforming ad-hoc analyses into sustainable Snakemake workflows with generative AI Text generation and prompting

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:18.721646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T10:10:18.654105Z digest=sha256:539f7abc39f7ee9bf861f512803409f4e2943eb8721be7394b407efbf04a2c8f

Observation 68c815fe-5bc6-4331-ad9a-216c0a2bf7a6 · outbound

This paper cites JSON Repair.

Snakemaker: Seamlessly transforming ad-hoc analyses into sustainable Snakemake workflows with generative AI JSON Repair

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:10:18.707474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T10:10:18.658434Z digest=sha256:243e3e0714a93d95d227cbbae75abc510e8ba898193eb8261716275af4384332

Pith citing papers

Observation c961608b-5b0f-4f55-90ac-eddb34e4014e · inbound

Compendium Manager: a tool for coordination of workflow management instances for bulk data processing in Python cites this paper.

Compendium Manager: a tool for coordination of workflow management instances for bulk data processing in Python Snakemaker: Seamlessly transforming ad-hoc analyses into sustainable Snakemake workflows with generative AI

Reference 2019

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T20:56:22.610202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T20:56:22.568003Z digest=sha256:f58fa9c924841d150050eecd02560a24f070ac9c9f6b9a898f6b1187ae5e8e9d