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Paper Citation Record · LEDGER

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results

As of 4 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 5 inbound Pith citation observations for arXiv:2604.21965.

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

pith.paper-citation-record.v1
2604.21965 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-09T21:20:26.200750Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T07:13:13.354959Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T20:58:57.930476Z

Reference resolution

19 of 19 outbound references displayed

  • verified exact1
  • verified fuzzy15
  • unresolved2
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 96dbb733-e444-4dd4-8f2c-7e214cd55e73 · outbound

This paper cites Epub 2005-08-30.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Epub 2005-08-30

Reference 1

Resolution
verified exact
doi, observed 2026-05-09T21:23:25.918938Z

Source-reported events for the cited work

correction dated 2022-08-25. Source: crossref record 10.1371/journal.pmed.1004085->10.1371/journal.pmed.0020124:correction, observed 2026-07-11T03:02:42.623531+00:00. This notice travels one citation hop only.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:186e89177e372fabd1d3b4e63dc7741c95ca8c152fbf566c66d5af683d69493c

Observation d314bb75-5aca-4648-94d7-da5276046b27 · outbound

This paper cites Scaling Reproducibility: An AI-Assisted Workflow for Large-Scale Replication and Reanalysis.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Scaling Reproducibility: An AI-Assisted Workflow for Large-Scale Replication and Reanalysis

Reference 2

Resolution
malformed identifier
arxiv_id, observed 2026-06-02T03:04:05.033553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:9cc2d747e1b32f64a610eb6b77a5782d5b13e6f43ffe38aa856e67971521a9e6

Observation 90120417-e8c7-444e-964e-9b251d82ad34 · outbound

This paper cites Do not access files outside of it or navigate to parent directories.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Do not access files outside of it or navigate to parent directories

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.810659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:d8cf7895acdec36754fc61bba6c0ea3a29ce6dec81027021552f2f7ba7a10b92

Observation 0008296b-ccb9-402b-879d-47ad4aa70e6e · outbound

This paper cites Do not search for prior replication attempts.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Do not search for prior replication attempts

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.821215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:539c5e646414c59660181c91e2909f9750d22b55de7907acee709a78243a425b

Observation 6e909910-e0ba-4677-ab74-9ef104dfb2eb · outbound

This paper cites Your replication must be derived entirely from the methodology summary and the data provided.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Your replication must be derived entirely from the methodology summary and the data provided

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.812669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:9f8a7d9cbeae51fe27b68e784dbb12d651d6bbdff52e47e4ecbd7a0fc6852092

Observation 77b1fa32-9c70-4d62-8976-11d90f879eaa · outbound

This paper cites statsmodels, pandas, matplotlib) and general statistical methods.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results statsmodels, pandas, matplotlib) and general statistical methods

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.816178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:e172a501618f94ba75d4d6fb6a2d4382e4a70117f03f4bfac6b7339392f09347

Observation 3f4626b1-67ed-44dd-bf35-964e85cfc37c · outbound

This paper cites ## Instructions.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results ## Instructions

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.804060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:a2584e35465e33f59adc0bb44926249337de41d83459d22783bc7947b42d156c

Observation d150362c-c284-4ae6-b397-539537019aee · outbound

This paper cites The methodology summary above describes the variables in detail, so a brief check should suffice.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results The methodology summary above describes the variables in detail, so a brief check should suffice

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.838007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:0bcf12ed2d5a715a80cfc1830e5f24c59cc188532a6c95bfbe8299cf4e994f5b

Observation cebf3998-8b0c-4114-803a-94753235f929 · outbound

This paper cites All scripts can import from this module.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results All scripts can import from this module

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.825025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:297d54b6d3622d020517b2147c865eb3052e1a41a142665bb8e6657cd411da50

Observation ba119be2-318f-4a61-96b4-5f7974151956 · outbound

This paper cites Write the script (see output filename specified for each item above) b.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Write the script (see output filename specified for each item above) b

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.830700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:844366e569321c31632deb5ddc817e32fe2647be8020ac8196598315dc7b06a9

Observation 01f29b77-6293-4de5-a622-e9cd6af147bc · outbound

This paper cites for specialized estimators), you can call R from Python using`rpy2`.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results for specialized estimators), you can call R from Python using`rpy2`

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.834036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:03af47110781526a68a3d2664d73a80b1ce1f92fb68adaeb8aba145c5958c6e0

Observation f6a8afe7-6135-426c-8e8c-43d593b4f8aa · outbound

This paper cites an unresolved cited work.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-23T16:05:42.800486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:da21635f95fdfe129daa240a81a5927a6706d4501b9a4a3112f22bc1f0b77088

Observation 45a5a11a-0682-432a-818f-2d0471df9c78 · outbound

This paper cites Python library docu- mentation.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Python library docu- mentation

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.813996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:c6d9c631e71d6432496275cf7c35a295d7bf7d1ffc4403246b0d815f19fbbfa7

Observation 369dcf0e-d963-46f0-baf7-a25062d871e5 · outbound

This paper cites missing" and describe the missing file(s). Otherwise set data_available =.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results missing" and describe the missing file(s). Otherwise set data_available =

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.817460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:bd1c44ae78db73ebdd51906c0a8e2697407c09359b6b5a7e1212e0ab43a8813e

Observation 902af4cb-1942-4f72-9a69-a2516b3a543e · outbound

This paper cites <description of what is missing>.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results <description of what is missing>

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.793856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:36515f60386725bd525143724c2cf7a3fcb382d655bb699c499534d054bd1ae3

Observation 69e141c8-6a9b-45d9-ae3c-82467e619be2 · outbound

This paper cites an unresolved cited work.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-23T16:05:42.786561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:552de72485b112e6848ccfb902fd541a98b0c100c3630ecb9edc6c2eeda14594

Observation e2114bc3-ec22-41bf-b19c-13c095219ea0 · outbound

This paper cites Most outputs have one, but multi-panel tables with different specifications may have several (e.g.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results Most outputs have one, but multi-panel tables with different specifications may have several (e.g

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.790482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:481ad4168d83375966cd8631026cec542ac3c6ba89484ccedca3497a4e1e5ccd

Observation 4ceaeaae-5c53-4298-87c9-ead096c58fe5 · outbound

This paper cites All columns.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results All columns

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.782228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:fa7712f146d76c0ad4d7adf948535b1a82eaa8d4bea20d68caca11f20d96a11c

Observation ec0eb182-52a0-4111-ae00-e06753489024 · outbound

This paper cites <item_id>.

Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results <item_id>

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T16:05:42.779068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-05-09T21:20:26.200750Z digest=sha256:fd6b400211dfa1ca273ea7bcbe7b6df359b829fc81fd94c031930b65deb0a906

Pith citing papers

Observation 78aac87c-3df9-4b44-8406-93cfbda08b93 · inbound

Automated reproducibility assessments in the social and behavioral sciences using large language models cites this paper.

Automated reproducibility assessments in the social and behavioral sciences using large language models Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-07-03T15:28:34.081403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-27T06:30:08.805659Z digest=sha256:a280d72be93126cc80b8cb6612ec1869fdd17c256cc5c3acfe0e33bd58cc9563

Observation 6c057bda-fcef-43c3-896b-5110857bdc40 · inbound

ReproRepo: Scaling Reproducibility Audits with GitHub Repository Issues cites this paper.

ReproRepo: Scaling Reproducibility Audits with GitHub Repository Issues Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-07-03T20:58:57.931628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-27T01:01:24.456670Z digest=sha256:e8f00e54219e3d1c73bb82f2db2924b40bdf0933eded719e9331037a27b292ba

Observation bd160091-5d12-46ea-9bd3-fd4cd0214b33 · inbound

Coding-agents can replicate scientific machine learning papers cites this paper.

Coding-agents can replicate scientific machine learning papers Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results

Reference 54

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T13:08:07.732010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-07-03T13:07:26.748722Z digest=sha256:7f1696922ce3649a0864464e8c646ca47aa439bad91e71706e330bb3979c63e2

Observation 8e8d6895-d1e8-45f5-836d-7a01d9387af7 · inbound

Coding-agents can replicate scientific machine learning papers cites this paper.

Coding-agents can replicate scientific machine learning papers Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results

Reference 54

Resolution
unresolved
no resolver link, observed 2026-07-13T07:13:13.354959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-13T07:13:13.354959Z digest=sha256:67be5fe47f83b132cb6b203716fb4b8b2b9fd7cf92bffc7d0aff48fce6bfc022

Observation 2e99032e-b792-4b05-b182-4545e1ab7246 · inbound

VERITAS: Towards a General-Purpose Replication Tool for Scientific Research cites this paper.

VERITAS: Towards a General-Purpose Replication Tool for Scientific Research Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-12T06:02:20.361005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T06:02:20.361005Z digest=sha256:80a93239a102e82d6aa87006f919dc2b145a3fbeb5678e78b2022f4d576731b9