Paper Citation Record · LEDGER

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark

As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2607.05443.

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

pith.paper-citation-record.v1
2607.05443 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T01:27:11.300710Z

measured 30 of 30 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

30 of 30 outbound references displayed

verified exact4
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15d7ac66-b73e-4584-a8b8-c706933ca3b3 · outbound

This paper cites The astrophysics source code library.Astrophysics Source Code Library, 2012.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark The astrophysics source code library.Astrophysics Source Code Library, 2012

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff9ce359-c88c-4a92-9e6d-b964ae94945b · outbound

This paper cites The resource identification initiative: a cultural shift in publishing.Brain and behavior, 6(1):e00417, 2016.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark The resource identification initiative: a cultural shift in publishing.Brain and behavior, 6(1):e00417, 2016

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea1379d5-5a75-4295-a977-54a80fae02c0 · outbound

This paper cites Introducing the fair principles for research software.Scientific Data, 9(1):622, 2022.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Introducing the fair principles for research software.Scientific Data, 9(1):622, 2022

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ccf19d1-7b6c-4d8d-9439-1bfcdfce46cb · outbound

This paper cites Scibert: A pretrained language model for scientific text.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Scibert: A pretrained language model for scientific text

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6328610c-4aea-46a0-940f-becbdd2f255f · outbound

This paper cites Little, Elizabeth Fancher, Irina Gerasimov, Armin Mehrabian, Lauren Sanders, Sylvain V.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Little, Elizabeth Fancher, Irina Gerasimov, Armin Mehrabian, Lauren Sanders, Sylvain V

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15515779-0106-440b-90e1-b1fbc6fdf3fa · outbound

This paper cites Repeatability in computer systems research.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Repeatability in computer systems research

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae455721-9ffc-43e5-b5c6-4103c9c44aaa · outbound

This paper cites Nine best practices for research software registries and repositories.PeerJ Computer Science, 8: e1023, 2022.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Nine best practices for research software registries and repositories.PeerJ Computer Science, 8: e1023, 2022

Reference 7

Resolution: verified exact; doi, observed 2026-07-12T01:28:22.853955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ecffe0fd-b4d8-4eae-806c-d8af24d09a87 · outbound

This paper cites Bridging the gap: Enhancing prominence and provenance of nasa datasets in research publications.Data Science Journal, 23(1), 2024.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Bridging the gap: Enhancing prominence and provenance of nasa datasets in research publications.Data Science Journal, 23(1), 2024

Reference 8

Resolution: verified exact; doi, observed 2026-07-12T01:28:22.862950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation df546e1c-895a-46f0-9553-9769c3462a2a · outbound

This paper cites Cosqa: 20,000+ web queries for code search and question answering.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Cosqa: 20,000+ web queries for code search and question answering

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b7b4ea5-6d8a-4472-8df9-3f3a256b3327 · outbound

This paper cites an unresolved cited work.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-07-12T01:28:22.858211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 297fee33-1d64-4a4c-8d94-252a3bc3e9d8 · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e685efee-cba8-462a-9515-235baae8bfd9 · outbound

This paper cites Tools and data services registry: a community effort to document bioinformatics resources.Nucleic acids research, 44(D1):D38–D47, 2016.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Tools and data services registry: a community effort to document bioinformatics resources.Nucleic acids research, 44(D1):D38–D47, 2016

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a0f2125-9e55-4897-9c2a-6f837bf83c9b · outbound

This paper cites StarCoder: may the source be with you!.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark StarCoder: may the source be with you!

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c376fe1-e2cb-419a-8bec-bc1b2901f4be · outbound

This paper cites CoIR: A Comprehensive Benchmark for Code Information Retrieval Models.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark CoIR: A Comprehensive Benchmark for Code Information Retrieval Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 402f514a-9b11-4f1a-b7e2-b7c1bf2849be · outbound

This paper cites CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae06b36b-db4a-4be2-8533-20886befb98a · outbound

This paper cites Mteb: Massive text embedding benchmark.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Mteb: Massive text embedding benchmark

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 947d277d-7634-43b6-a628-4977bd967bd8 · outbound

This paper cites The vault: A comprehensive multilingual dataset for advancing code understanding and generation.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark The vault: A comprehensive multilingual dataset for advancing code understanding and generation

Reference 17

Resolution: verified exact; doi, observed 2026-07-12T01:28:22.848378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 16556b83-bb00-4863-912c-fcf8707d40a3 · outbound

This paper cites From open data to open science.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark From open data to open science

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef1ececb-85a1-49b5-8e53-a7255fda8168 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Code Llama: Open Foundation Models for Code

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 338859e3-d6a1-46d1-9945-3ddb9c365653 · outbound

This paper cites Galactica: A Large Language Model for Science.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Galactica: A Large Language Model for Science

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 407dd374-bcf4-4333-993b-126716b36edb · outbound

This paper cites Docling Technical Report.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Docling Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5e7d935-876f-4087-ba8f-7105fed3e1a7 · outbound

This paper cites Not a NASA Division.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Not a NASA Division

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e2604bc-3f93-4e40-84aa-df36f8971c2c · outbound

This paper cites an unresolved cited work.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2f104e4-c6a3-4d71-9d45-6f26b063e8c6 · outbound

This paper cites an unresolved cited work.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59b7dfc2-a319-4c7e-924f-1182565c06a6 · outbound

This paper cites an unresolved cited work.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbdfd216-9502-455c-b919-518c1033ad29 · outbound

This paper cites What package does X?.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark What package does X?

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7d4cc5b-5bdd-44cb-9401-70799cba9f4b · outbound

This paper cites an unresolved cited work.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f110d759-59f0-4b16-89c6-f84368d919b7 · outbound

This paper cites an unresolved cited work.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 242c3e96-b88b-4ec9-b454-5ab9bbdf3010 · outbound

This paper cites an unresolved cited work.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af6fe6ed-d882-4a8c-a731-02492a52a3e7 · outbound

This paper cites Prediction of the 21-cm signal from reionization: comparison between 3D and 1D radiative transfer schemes.

Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark Prediction of the 21-cm signal from reionization: comparison between 3D and 1D radiative transfer schemes

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T01:27:11.300710Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.