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Paper Citation Record · LEDGER

LayLens: Improving Deepfake Understanding through Simplified Explanations

As of 7 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.10066.

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

pith.paper-citation-record.v1
2507.10066 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:44:34.290104Z

measured 17 of 17 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

17 of 17 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 81732aaa-6c46-4e87-ab20-47207845215e · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.577179Z

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.

source=pdf_text observed=2026-08-06T17:44:33.344876Z digest=sha256:218aaf2865e6d8c3b473bb461cf893c3aeb11e25cd3970ec20af3daf1fca071c

Observation c261f4a4-a3c5-4893-b22f-8411de399701 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.562241Z

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.

source=pdf_text observed=2026-08-06T17:44:33.388012Z digest=sha256:42780e1abcb356a81ac7b9ba493a07061b0e90f163cb7f375704576b1c54124a

Observation f5c3a270-2e68-4dd7-9a51-aa034be351b4 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.547402Z

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.

source=pdf_text observed=2026-08-06T17:44:33.463118Z digest=sha256:65bc4278b596bd367807b8c3d5843250cc6026a0169e44206886f5e54e8bcf82

Observation c3b3d42b-c4e3-4d0f-a3b6-9dd28313507f · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.532844Z

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.

source=pdf_text observed=2026-08-06T17:44:33.524897Z digest=sha256:607cef244598ba22d5e576437631f09351e74b381ba663cd3bb1dae9212abe81

Observation 4b715ba1-156a-48de-9eff-60477ae72fd4 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.518526Z

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.

source=pdf_text observed=2026-08-06T17:44:33.586815Z digest=sha256:77bde21467cfcf08cbbfb9c380f6b71cfcc51faa7568ed487cb6c63f5afe9c87

Observation 5a17a642-280a-4f9f-af2d-8eddd0741b80 · outbound

This paper cites Tell me Habibi, is it Real or Fake?.

LayLens: Improving Deepfake Understanding through Simplified Explanations Tell me Habibi, is it Real or Fake?

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:44:34.347621Z

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.

source=pdf_text observed=2026-08-06T17:44:33.627386Z digest=sha256:b440325f53a00e8fac6cad040f11a9a1a41fb3de8a2eb785db02a11e72586171

Observation 827d37cd-b21a-41f3-bc32-3cf956186c13 · outbound

This paper cites Step1X-Edit: A Practical Framework for General Image Editing.

LayLens: Improving Deepfake Understanding through Simplified Explanations Step1X-Edit: A Practical Framework for General Image Editing

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:33.688176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:44:33.688176Z digest=sha256:fdc365aa2b6c181dbdfaf99c486342b49a0e685862a731e367e89f0616e896ab

Observation 6904b6c0-5ebb-449a-a40f-0baeaac4ea79 · outbound

This paper cites Lundberg et al.

LayLens: Improving Deepfake Understanding through Simplified Explanations Lundberg et al

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:34.503229Z

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.

source=pdf_text observed=2026-08-06T17:44:33.754287Z digest=sha256:da41592a9f95038aa8ef58c2cb1d3cda7bbcf7a5a340206bf2e740fd320f2797

Observation a69ddc42-a80c-4c23-b947-b0531543be05 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.487923Z

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.

source=pdf_text observed=2026-08-06T17:44:33.796452Z digest=sha256:db31bd8cc961c01384d924292ab33622f20df77f99404b68c14cf5e8532a4d95

Observation 25795443-3e79-4486-8d95-4d95cdaf97d1 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.472371Z

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.

source=pdf_text observed=2026-08-06T17:44:33.875364Z digest=sha256:10cc1fb5601a80ce23d8405c9777f3ca632bfd0e5f93573c8321e71cdd94c74f

Observation 9d803b02-1faa-4cee-8cff-1b48422731e1 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.458152Z

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.

source=pdf_text observed=2026-08-06T17:44:33.956369Z digest=sha256:0ac87deb9bde481ac934c74c3bceea5e80711702a52bec7badd2defc9e920844

Observation dbcef7b5-7247-4dc4-b361-b2b2a46faab3 · outbound

This paper cites Why Should I Trust You?.

LayLens: Improving Deepfake Understanding through Simplified Explanations Why Should I Trust You?

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:34.442164Z

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.

source=pdf_text observed=2026-08-06T17:44:34.008322Z digest=sha256:62496d2063a44f2ba635499a0f32d2ed5e98fbbda859262b7a6366508e79c96a

Observation 1a3dc4a2-7d6a-4553-8097-4b790953949f · outbound

This paper cites Selvaraju et al.

LayLens: Improving Deepfake Understanding through Simplified Explanations Selvaraju et al

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:34.426182Z

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.

source=pdf_text observed=2026-08-06T17:44:34.050059Z digest=sha256:2b00c861ae40a943cb75f64419b8bb3afaeb96b79bad74f0c8ad47e78767123d

Observation efea42dc-cf2c-4d23-ba4e-58abe415b610 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.410107Z

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.

source=pdf_text observed=2026-08-06T17:44:34.107288Z digest=sha256:cbfe67165276eb4d49d938db33f7df8b3a863757132d491e210ebc798b8fea66

Observation eb3ba009-b6dd-4b79-b317-0e728c30c40c · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.394691Z

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.

source=pdf_text observed=2026-08-06T17:44:34.145704Z digest=sha256:c9cedbd60e3504553a462e84a03f151f0fa286587c673cf8e4d18a187775afd2

Observation a074cc01-4299-45a7-8782-9ade03b4b933 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.379800Z

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.

source=pdf_text observed=2026-08-06T17:44:34.247076Z digest=sha256:e0835ee42caef67912132fe540d14c3a430755864d005993a137727a4b0f5137

Observation f074159a-223d-4325-9c4a-3910bc43d21a · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.364076Z

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.

source=pdf_text observed=2026-08-06T17:44:34.290104Z digest=sha256:d4f528aad2d5dd5bdd8d86c404a5d706167282e83966af51a382254ced7d8b68

Pith citing papers

No inbound Pith citation observations are available.