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Paper Citation Record · LEDGER

LayLens: Improving Deepfake Understanding through Simplified Explanations

As of 14 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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:33.344876Z digest=sha256:54e82b58091041c9e493551e84a98e315dc86d77d13ec09dcf908b1fade9f228

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:33.388012Z digest=sha256:984509477778521d2048f5f3352a0e55e25d272a42103d0d3f34a2f9166e0c82

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:33.463118Z digest=sha256:52aeed097a98563c2caf26046d5c7f2d1abeecd1dd867739b817821f6ed82517

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:33.524897Z digest=sha256:0d8e613e7b04bc4f182a365e8e9b1041d9950c49de6bd6e7ecd4fb8eb7b3d5cc

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:33.586815Z digest=sha256:420a1a708f166188082432e7b1feab501f2ef05df8e2e1274f9a4f8e06467817

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:33.627386Z digest=sha256:bbc95410aeabb7e2b75cb20a98e15ec652dbf15f8a43aad87a36a6c8b486444e

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:ca015c7e76ea8c69c25a66412167396e9b1145ece46fef6c23b11670da584753

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:33.754287Z digest=sha256:67fb4e7b1d28a4c9f6c5e752274205df38989e2e0c020146f8365e98476052b1

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:33.796452Z digest=sha256:a1f15fbdd1977b482e4c2d904e6d26dcc6e657f90102c76d53b14ef0c24ce574

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:33.875364Z digest=sha256:e4d82f9b41477f15a7b362d5b1b169748195cf230064790b140719be360a50c2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:33.956369Z digest=sha256:7f628a95f9f9fa8a0a765916e74e32c95e7f97c0fe2b3806404d577cf8e88ab3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:34.008322Z digest=sha256:96bef4eb202b3d60d1ad3fe129692721b56dff90499c7e427ac64b8b37795752

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:34.050059Z digest=sha256:98ba97759ecd4ab7a5d3852fec8f9690a359f29e0e0b54a2ed4ab3bcd8e2f310

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:34.107288Z digest=sha256:90f1ee0beeefbe0a9c4e696380278e6faa2b0e82cf0a79cb1c255619b66998b6

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:34.145704Z digest=sha256:f72b77b9bfe29c1bdc258052584853a1af7534680ec701e352320cc15df41f50

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:34.247076Z digest=sha256:44d286b8ef38c6af16ba5c8f20e48e1b73341f09c7245521abfa667260032c2f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T17:44:34.290104Z digest=sha256:bca69b442063dc48e972f269f6ce715bdd324a99ab64e23fe616c5edf4e82487

Pith citing papers

No inbound Pith citation observations are available.