Paper Citation Record · LEDGER

Do Large Language Models Judge Error Severity Like Humans?

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2506.05142.

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

pith.paper-citation-record.v1
2506.05142 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:31:54.652219Z

measured 28 of 28 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

28 of 28 outbound references displayed

verified exact3
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 23e28b88-8d3b-46b1-9b99-c3f0e1dba8f9 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:55.163265Z

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 1f6c0407-0538-41c2-8fab-18ab5bad2ca9 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:55.148449Z

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 95096cb4-f49b-4eb4-a0b8-b9d2020dea69 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:55.133540Z

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 489e0593-877f-44ed-9f2b-d35daac3b446 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:55.117544Z

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 538c5280-8f31-4ead-84f0-46f36e653094 · outbound

This paper cites LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks.

Do Large Language Models Judge Error Severity Like Humans? LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:54.541102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f3dcd97-fecf-4efb-a0c3-c93b30946d3d · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-08-07T10:31:54.713324Z

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 1c9d168f-68ac-4789-9e93-da2e676a5d45 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:55.101594Z

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 d8f5341d-b763-4673-bef0-8667d56d22b9 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:55.085846Z

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 8bced555-f814-4944-914d-a9153b1f8a7d · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:55.069817Z

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 da06e200-e497-4967-9fdc-13a25827909f · outbound

This paper cites A Survey on LLM-as-a-Judge.

Do Large Language Models Judge Error Severity Like Humans? A Survey on LLM-as-a-Judge

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:54.565468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35e5b12f-1318-459e-995a-535adbe21f63 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:55.053107Z

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 75c367c4-6f58-4df0-8fc7-ab9ba014645c · outbound

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

Do Large Language Models Judge Error Severity Like Humans? DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:54.575005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 043b73b8-63ac-4819-8010-b3b72f9d51a1 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:55.036558Z

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 08a0e908-5509-4bdb-885d-04962e1e23d7 · outbound

This paper cites GPT-4o System Card.

Do Large Language Models Judge Error Severity Like Humans? GPT-4o System Card

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:54.584906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c85c8a38-8cc4-4434-964d-beb7e1f6fc9a · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:54.590438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1411bdf0-d6ab-4a8f-9155-261076f5ad36 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:54.594921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cfe1b8f-f9e2-4edc-8849-2b66467e5277 · outbound

This paper cites DeepSeek-V3 Technical Report.

Do Large Language Models Judge Error Severity Like Humans? DeepSeek-V3 Technical Report

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:54.599156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f55ecfef-b332-4b57-bb84-381e851bb831 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:54.998296Z

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 d3438b11-d351-49b1-bb24-5570e39c17f5 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:54.608201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d294be5a-72d8-4e99-a28e-75a2f8f1e959 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:54.612813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90f9e6ab-fe22-4fd1-8302-55a5eb06cef1 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:54.618689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 156ef62c-5135-4d10-87d7-414d4b2654cb · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:54.970791Z

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 dda6c5df-a67a-4818-a97c-d7e49b525460 · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:54.953141Z

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 e2624fef-0de2-4ca7-a184-acbb150bed80 · outbound

This paper cites Room for improvement in automatic image description: an error analysis.

Do Large Language Models Judge Error Severity Like Humans? Room for improvement in automatic image description: an error analysis

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:31:54.734049Z

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 19b432ca-5063-4c77-bf13-f61522a6e01d · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-07T10:31:54.688687Z

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 e185a3f3-63a4-4659-a469-e68948136b7c · outbound

This paper cites an unresolved cited work.

Do Large Language Models Judge Error Severity Like Humans? Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:31:54.937319Z

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 eb84a8ee-9524-4d72-ac2d-5a5add128bff · outbound

This paper cites online" 'onlinestring :=.

Do Large Language Models Judge Error Severity Like Humans? online" 'onlinestring :=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:54.646925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53314b21-949d-494c-b398-17b19163128d · outbound

This paper cites write newline.

Do Large Language Models Judge Error Severity Like Humans? write newline

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:31:54.652219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.