Paper Citation Record · LEDGER

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction

As of 10 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2505.17125.

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

pith.paper-citation-record.v1
2505.17125 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:12:38.444824Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T02:07:31.760391Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy16
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation eaf55f1f-8218-453b-af6b-a8d4456f18e2 · outbound

This paper cites These sections accurately cover the paper’s goal of providing a standard way to evaluate and compare web record extraction systems.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction These sections accurately cover the paper’s goal of providing a standard way to evaluate and compare web record extraction systems

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:40.476904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a717839a-ee01-4331-ab6b-672838c8782c · outbound

This paper cites Limitations.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction Limitations

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:40.331726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4544cab4-c9ae-4c04-9e4b-0fdac7b2453c · outbound

This paper cites We do, however, clearly define our concepts.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction We do, however, clearly define our concepts

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:40.183123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 13fd0cd3-0dc3-43be-9656-a629ac8f4c1e · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction Guidelines: • The answer NA means that the paper does not include experiments

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:39.981617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a1a2663-76a1-4967-b4a1-fbc1a9ad172b · outbound

This paper cites Guidelines: • The answer NA means that paper does not include experiments requiring code.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction Guidelines: • The answer NA means that paper does not include experiments requiring code

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:39.706713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a2481735-e6a7-4fc3-ad3b-3b40a9c2eb14 · outbound

This paper cites A list of websites is in the appendix, and prompting strategies are described.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction A list of websites is in the appendix, and prompting strategies are described

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:39.448436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 76a738f6-351d-4b2c-951f-7b6cb7dae401 · outbound

This paper cites Guidelines: 13 • The answer NA means that the paper does not include experiments.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction Guidelines: 13 • The answer NA means that the paper does not include experiments

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:39.374284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 771136c8-8824-4a55-99c8-1fc0e807b0ca · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction Guidelines: • The answer NA means that the paper does not include experiments

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:39.343252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8a3258e5-4fe0-47bf-9984-f868b94a5b77 · outbound

This paper cites It doesn’t involve human experiments or sensitive data generation that would pose ethical issues beyond responsible web data and LLM use.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction It doesn’t involve human experiments or sensitive data generation that would pose ethical issues beyond responsible web data and LLM use

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:39.231267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ccd8aacb-0045-48fb-a4e3-f0e278e4164b · outbound

This paper cites Guidelines: • The answer NA means that there is no societal impact of the work performed.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction Guidelines: • The answer NA means that there is no societal impact of the work performed

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:39.142081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2994a8fb-c032-4bfb-9aaf-24ee1941523f · outbound

This paper cites The dataset is built with a provided framework on public web pages (MHTMLs), not a high-risk asset needing special safeguards beyond ethical data practices.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction The dataset is built with a provided framework on public web pages (MHTMLs), not a high-risk asset needing special safeguards beyond ethical data practices

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:39.044376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 84ab09e1-bea8-425e-ba22-45a701e77818 · outbound

This paper cites Web sources (public sites, listed in appendix), the MDR baseline, and the Gemini-2.5-pro-preview LLM (zero-shot) are cited.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction Web sources (public sites, listed in appendix), the MDR baseline, and the Gemini-2.5-pro-preview LLM (zero-shot) are cited

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:38.932515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b6410517-9bba-482f-82ff-4d155e7597f3 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not release new assets.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction Guidelines: • The answer NA means that the paper does not release new assets

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:38.838572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 10722b0f-37af-468a-8406-bb22422fd814 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:38.761208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dcde4faa-055e-4c14-97c2-a3c04ec7ec55 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:38.652104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a5d253b2-eaf0-4284-8829-6df388f5c1de · outbound

This paper cites Answer: [Yes] Justification: We used an LLM only for writing and editing, not for the core methodology.

NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction Answer: [Yes] Justification: We used an LLM only for writing and editing, not for the core methodology

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:12:38.561866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 4c205c0f-b639-442d-bc3b-d0544d83a5a8 · inbound

Do Generative AI Assistants Respect robots.txt? Tracing Web Access Beyond Visible Answers cites this paper.

Do Generative AI Assistants Respect robots.txt? Tracing Web Access Beyond Visible Answers NEXT-EVAL: Next Evaluation of Traditional and LLM Web Data Record Extraction

Reference 36

Resolution: metadata mismatch; local_arxiv, observed 2026-08-02T02:08:24.009495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.