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Paper Citation Record · LEDGER

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance

As of 23 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 2 inbound Pith citation observations for arXiv:2412.17321.

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

pith.paper-citation-record.v1
2412.17321 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:39:38.994910Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T10:58:25.578003Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T10:59:57.318354Z

Reference resolution

21 of 21 outbound references displayed

  • verified exact4
  • verified fuzzy1
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 751de074-5791-42b3-81c9-d443a03bb1f7 · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 1

Resolution
verified exact
doi, observed 2026-08-11T05:39:39.087149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-11T05:39:38.900787Z digest=sha256:66c96655cce65c69d2be958d03676b4d164736ab804bf54e7e2cb81db445665f

Observation 9d54bc49-8252-4732-b76e-f89b2957003d · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:39:39.409825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-11T05:39:38.905745Z digest=sha256:325e151faa9ac53f2cf29e6ae17e7a80d062eb2fe1d9d68b684b673369255499

Observation 519f0fc1-9ea7-4d30-9c44-b5026ebc8ef2 · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.910125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.910125Z digest=sha256:1c27f1a8f21cdf3dc684c1bfc8e5ca6f3d4beebfff4e13136bc2eb8b3b0fcbe3

Observation 1dbc3d32-2890-4b26-ac7a-d1583a6cc710 · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.914627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.914627Z digest=sha256:58ebce86ff750d9eb2b7503f3a44e4e9532cb9892250754c571691e382c9b668

Observation 4a78fbd0-1d35-4ee1-bffe-df6b7f40d04a · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:39:39.374771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-11T05:39:38.919687Z digest=sha256:eba0ac984a842b8a09cba890627838f29409157037e7d20ef52ff3f361411383

Observation 50c8168b-d4e8-43ac-afc7-ab42625895d2 · outbound

This paper cites Clustering by compression.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Clustering by compression

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:39:39.272531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-11T05:39:38.924262Z digest=sha256:54539d3c46e6774566361774301310ae85a01da6cf26ce774ab686609ff3c346

Observation 82e381e0-c096-4c25-9026-3b11a11f3d80 · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 7

Resolution
verified exact
doi, observed 2026-08-11T05:39:39.072742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-11T05:39:38.930285Z digest=sha256:2656ba7bd9ab8547262785796bf04c87444155bcfba68fd328b710456e69934a

Observation 04029e10-1d59-445f-a758-4644616602d4 · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 8

Resolution
verified exact
doi, observed 2026-08-11T05:39:39.057760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-11T05:39:38.934674Z digest=sha256:02d73a2a7d0af497f02f6118fa0ce4ea856e3dabb9e63129bfdf9008b2a9faff

Observation bf4541ff-a10a-495e-83d7-405dc80300ba · outbound

This paper cites Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.939040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.939040Z digest=sha256:da99a39d8798bb290874553f852514d2dda0cc33d8850cd265cbefb313435ed0

Observation 292a731a-4275-4e05-afc8-edd0fb91911b · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.943880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.943880Z digest=sha256:89d09b3a0044cc43972617f99b7a256585b044c0498d0aa1d119dc436e50cbe7

Observation 03735856-cb3b-4631-9282-7568f0a1e0fe · outbound

This paper cites Levenshtein.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Levenshtein

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.949599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.949599Z digest=sha256:4e2600deb6895f3e2662fd411c5a865c0a4b51e638f4360eac12b225dbb0a9c9

Observation 5c8abbe9-c5db-48fa-b7d9-835224d73c44 · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.954485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.954485Z digest=sha256:3949a571a5348a11e7e1d2f125c08b8fceefe19b5534de92e2a549883f7f7b07

Observation bd2733e9-2439-4caa-addb-03d4b277e6c8 · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.958993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.958993Z digest=sha256:03df1c7afc6ac67de311c5a4aa917bac27b515690fc54de42c2982067ac5c360

Observation 0621c91e-46e2-4cfe-a04c-56faaf4d0285 · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.963114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.963114Z digest=sha256:8c91cbba101d82737a27108c92d5ceddc939e182c45bfe88e524b893faca5c93

Observation cf1c17fd-45c7-4faf-a0f8-a3d90371a71c · outbound

This paper cites Forcada, Miquel Espl \`a -Gomis, and Lucia Specia.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Forcada, Miquel Espl \`a -Gomis, and Lucia Specia

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:39:39.331507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-11T05:39:38.967541Z digest=sha256:7f67fe6fa3c312e457a48fa7b5b3d9a7d9951e2783f580e70b4f489da94f2d90

Observation 46866cd9-0361-4ce0-b1fa-9d2db163552b · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.971771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.971771Z digest=sha256:fbd073703f795599ea6bd515f148b35ace2c4f657a0154c2ad04e29c880bc799

Observation 55631f30-a226-4dfe-9c2c-baeb353d8c5c · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:39:39.306861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-11T05:39:38.976098Z digest=sha256:25e2c1650151df34d56d91b189fce70a2f194c64872e1ef5181584713de26d2f

Observation f8ec5099-d01e-4bbd-8bfb-85fb3d330bee · outbound

This paper cites an unresolved cited work.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.980699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.980699Z digest=sha256:00b7f96fc51ebe6e93d8b184dcf550de94785984becfd8197a7e08679e692bf3

Observation cf1d7e72-98c1-4ff2-93c4-075ac0a50d67 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance BERTScore: Evaluating Text Generation with BERT

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.985043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.985043Z digest=sha256:de4af2e7e988aff7c92baa3d5aded407aa2fd182864e22ac61324a900ae051f6

Observation 8c651555-2c8b-4a7f-afaf-506a88014a7e · outbound

This paper cites online" 'onlinestring :=.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance online" 'onlinestring :=

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.989661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.989661Z digest=sha256:e4a85e02f66e1ec2e68f7775cd07f5f8b2ad9943d0578e3d75407d5324f19413

Observation 9f0fc1a4-643d-441e-a789-226539c422b5 · outbound

This paper cites write newline.

Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance write newline

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T05:39:38.994910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:39:38.994910Z digest=sha256:13124a962609c4afcebdb8bac8650f711ce06900f9a4802ebce95082b52e74ee

Pith citing papers

Observation 97fa45fc-1e2f-4e95-a979-f675b1c7e028 · inbound

TelcoAgent-Bench: A Multilingual Benchmark for Telecom AI Agents cites this paper.

TelcoAgent-Bench: A Multilingual Benchmark for Telecom AI Agents Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:59:57.320794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-05-15T10:58:25.578003Z digest=sha256:5a0701e2b8bc786a12a58adbeef03937d87b3ce807145f25d35ee3b8c40d6178

Observation f34db4ed-314e-437e-8898-caa4b34a04a9 · inbound

Automating Categorization of Scientific Texts with In-Context Learning and Prompt-Chaining in Large Language Models cites this paper.

Automating Categorization of Scientific Texts with In-Context Learning and Prompt-Chaining in Large Language Models Assessing Human Editing Effort on LLM-Generated Texts via Compression-Based Edit Distance

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T21:01:13.118333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T07:18:25.902898Z digest=sha256:07049bab06b8802df6d5b1614326ef5ad5e93d31cb632f6ba70fecc934bce8f8