Pith. sign in

Paper Citation Record · LEDGER

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors

As of 5 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2606.32029.

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

pith.paper-citation-record.v1
2606.32029 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-01T05:25:56.914399Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

19 of 19 outbound references displayed

  • verified exact1
  • verified fuzzy7
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 74ce378b-fcdc-46a3-bd1e-5381a2dee469 · outbound

This paper cites DeepSeek-AI, Daya Guo, Dejian Yang, Haowei Zhang, Junxiao Song, Ruoyu Zhang, Runxin Xu, Qihao Zhu, Shirong Ma, Peiyi Wang, Xiao Bi, Xiaokang Zhang, Xingkai Yu, Yu Wu, Z.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors DeepSeek-AI, Daya Guo, Dejian Yang, Haowei Zhang, Junxiao Song, Ruoyu Zhang, Runxin Xu, Qihao Zhu, Shirong Ma, Peiyi Wang, Xiao Bi, Xiaokang Zhang, Xingkai Yu, Yu Wu, Z

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T21:52:56.221918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:56d52795c3f461a1f31d336d6f5059bcf46ec65e73c07a86f581dfe165e736cc

Observation 1cfd5e4a-2185-4f87-befa-4ba374f99845 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T10:35:41.336261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:c5e0afc8fc862498f51ebbd0883ad2a6e9c3eb9de6bbd72256926a524cd661b3

Observation 6f6b4321-455c-42eb-a6c2-0fd2b3f8ba8e · outbound

This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors Understanding R1-Zero-Like Training: A Critical Perspective

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T10:35:41.354521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:47824d9e419beee469779eda8a8a6df3f190be3aa8a2d8eb236e4817f125e544

Observation 704a0771-a045-488b-84ad-a6157b4fab0a · outbound

This paper cites s1: Simple test-time scaling.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors s1: Simple test-time scaling

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T10:35:41.351538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:08e8ff36bf829aa261fa387f9c4a8e077aecf51ab7f61a54fcc910494d36a365

Observation 2e051b8c-2d79-4a88-ac6f-533358ddf9e7 · outbound

This paper cites Solving math word problems with process- and outcome-based feedback.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors Solving math word problems with process- and outcome-based feedback

Reference 5

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T10:35:41.349953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:5657ad92b117dd4ecb27e0f3ce757f1118682a78148471b0a09a376ca36d7f83

Observation d438acb0-8fb1-4806-bda1-c06e768a7a4e · outbound

This paper cites OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T10:35:41.342530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:d1ec24690f7db02dc5a24fe33ee64c4d2dc2b4ba6087571bb49b959af3ba6729

Observation 33eef074-ad98-4b5c-8d6f-c1d56b7aa37c · outbound

This paper cites Table-R1: Region-based Reinforcement Learning for Table Understanding.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors Table-R1: Region-based Reinforcement Learning for Table Understanding

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T10:35:41.347615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:8110b7747e8f023e930abafb950b35ff132b94bebefd2a294e097896ddb97a3b

Observation 30f3c12b-1679-4d93-93cd-790e50dba898 · outbound

This paper cites RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-01T10:35:41.341846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:d884c0beb19d68f71ca2312c97b24e6255bec2861d98b1e6e79d1b5c13df289e

Observation ceffe607-88cb-4251-afba-3907820cbf21 · outbound

This paper cites an unresolved cited work.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-07-06T21:52:56.224870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:0c327c84e90d1a186524c16a4201cb0774eab6e46b676762cd67f86bae036d57

Observation 93e5eac6-5f19-40ed-8f1e-bd5010340e11 · outbound

This paper cites an unresolved cited work.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-07-06T21:52:56.200377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:3ef58fa888122e8898fa4ce5ec2dccdb337148dd37f5ddfbc5750687770d23ca

Observation 3eadca65-d6ad-43a5-aed4-e172dadbe830 · outbound

This paper cites an unresolved cited work.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-07-06T21:52:56.227596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:73e1f51bc9a2087d914a89e4765e5852fb69c0ef877fed6edf066b8d531aead5

Observation 5a6e394a-4f41-4dab-819b-1dae08238ceb · outbound

This paper cites all teams with more than 5 wins.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors all teams with more than 5 wins

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T21:52:56.203294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:e9d48bd89bfc7504f901e4d069793aae9c7583f0b889e48415e286d77ca9ecdf

Observation f618db9d-2f31-4bd0-b39a-f0beb3c364f9 · outbound

This paper cites Copied Values Consistency.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors Copied Values Consistency

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T21:52:56.197013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:d291122937dfc6584011af9c4395c72ac0956aed1bff9f2334b06ef28fc89976

Observation e712f070-329f-417d-a1ba-ee07834a3de4 · outbound

This paper cites Failed Copied Values Consistency Check.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors Failed Copied Values Consistency Check

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T21:52:56.193648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:a709ef897e499f315961598b3d3f901a873638e0f8f7c7ce2c0f40ec9616b3d9

Observation f5f6fb1f-6b7b-4467-be35-5e70ca51a661 · outbound

This paper cites So Wmd-2 is higher here.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors So Wmd-2 is higher here

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T21:52:56.215381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:89e3bedd65e853a03da7c644e3400ea0c0bd93405bb5fc60a74c6aceb0c32c1b

Observation 1ae9ce52-3f8c-468f-b366-3b39fed81def · outbound

This paper cites an unresolved cited work.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-07-06T21:52:56.218842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:5f8d3573f3b56d13d216bc2854d133bd4a5d96bd605728b45e24fccce193bd48

Observation aeef3c0e-c6b0-4064-aa92-d72bf5ad89ee · outbound

This paper cites all teams with more than 5 wins.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors all teams with more than 5 wins

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T21:52:56.209206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:5493c67db3a55d55a98d7bcf42091e1ff05a8cf267e6baa15d390a5a0e7fd677

Observation 7f98d944-b974-4669-aa45-bfa85fd6db56 · outbound

This paper cites an unresolved cited work.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-07-06T21:52:56.212887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:314200f4777e5091170b6d89d5589ff9c15660debc7bee5ad060ca749dfe8012

Observation 0d0e617e-5047-4be6-ab81-185fb8714d88 · outbound

This paper cites Silver” value, except for the first row, “Soviet Union.

When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors Silver” value, except for the first row, “Soviet Union

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-06T21:52:56.206442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-01T05:25:56.914399Z digest=sha256:8a6bc31799c2a0a68aa1af62dcefe2c94e611371346dd31c494c7d4f5f597d37

Pith citing papers

No inbound Pith citation observations are available.