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Paper Citation Record · LEDGER

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

As of 21 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 13 inbound Pith citation observations for arXiv:2501.12909.

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

pith.paper-citation-record.v1
2501.12909 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:40:50.109338Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:45:11.259427Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:49:52.325212Z

Reference resolution

56 of 56 outbound references displayed

  • verified exact0
  • verified fuzzy21
  • unresolved33
  • parse uncertain2
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 64b418a1-946e-4015-ad24-fc43b5410258 · outbound

This paper cites - The name should only have one word.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces - The name should only have one word

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:51.184627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.807643Z digest=sha256:9a81bf9e196cfbd589ff4e174af748c91016d56410d16fc0aefe89635b8d5e53

Observation 15b267b7-6b5e-4d18-9c2f-8cc0d9d2f4fb · outbound

This paper cites name": ".

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces name": "

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:51.165658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.814572Z digest=sha256:3e2b6c89e38aaf19b8637ca500bcd5b3dd73e8410f63d7dc7a32cae1e119a52b

Observation 9849d784-a07d-43d0-8499-6c2322f50cb9 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:51.068670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.848499Z digest=sha256:9f67921ec51e64195beca0478579e5368cb983874dad016c526e900c0a036ee7

Observation 42011466-a661-4fca-a8a4-baed0e9a37f8 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:51.051883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.853632Z digest=sha256:611bb2fdb83f18b97fc73f362bfd0080fe28f3a3891d048389a26bb4feae445c

Observation 09970135-666a-48ea-85ab-aa938ab76ede · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 5

Resolution
parse uncertain
raw_fallback, observed 2026-08-10T16:40:51.146697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.823489Z digest=sha256:6082a6086650da137a46e3cb29834da2701d4c819e48af52459ffdbf208ce220

Observation 41f8a5ff-0b47-4ea2-8dde-c4180fa2eb58 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:51.128509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.831062Z digest=sha256:c8025cd1b7e5639b84c139369dae0a66b94729ab8f06c70eb875729ec289796e

Observation dc9d1be9-15ae-4c0f-89ba-90fe563bf58b · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:51.111913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.836783Z digest=sha256:20128849124f8644e5375c3e94f51f427ec4f1a2cef1d4420e4f0d59ea124db5

Observation 74c4fe4b-ad35-4aac-b1e6-f810fd9f902a · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:51.092859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.842733Z digest=sha256:a104cf063f96e00ce832474463bc8fb8d01bc251c882220f19732cab3f467d84

Observation fabc8e2e-b5c8-4ca1-8248-70722dc94d51 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.968209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.881420Z digest=sha256:c0cd83ed7ce9a978d23af1131488b53d5ecce503fc64d825f444af9acc511f57

Observation 35315694-bb72-4242-83d7-d902784a72b4 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.952132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.886628Z digest=sha256:f2e4da46d71fe3d390cfac866731d97ce49e64eaa3d46330d15f3fd03464dfe4

Observation b5184ede-ee0d-4c50-a1fe-cbc1cd921459 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:51.035693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.858533Z digest=sha256:6fc312033cc0c26d427afcf1e686a729fe96579d74e19e0774f60f1dfb7a8472

Observation bd17e0dc-ee27-4fb4-ba9e-c5009dfdde4c · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:51.019646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.864617Z digest=sha256:121bf234b8257cd6e7efa9f0523e3bec745d175cf61825be25d7a93fd1c4d092

Observation aa2caa0d-c990-4320-a1e8-bf16c9048694 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:51.002793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.870412Z digest=sha256:d9ac4c46229dd37a24eceb327df9231102f7e1437cc9bd5de6f4f4a70fe284a2

Observation 1127e9ba-8594-45d3-94c8-9f56f9c7729c · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.985865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.876123Z digest=sha256:1de8e5d474a26e07f8c976742273bbb2201e87fec2e83089700e8323fb66a029

Observation 52f78738-a54d-48a7-b3d9-cad91fe89c0f · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.870315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.912008Z digest=sha256:32f75fd7833b7263e106b98751fd5a31bca59fb51588e46b114b67792efb29dd

Observation 6d478d8b-07c1-42f6-ad03-6bb1c7cd7c6c · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.935409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.892125Z digest=sha256:7034f3c747efe35a73466e05363edb5237e893e8d2363f6f45c0e95cb80d8511

Observation 9bde91a6-342e-4fbc-a047-36c5f4c19115 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.919219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.896742Z digest=sha256:05895ee32e7e286e3ac488a8854fcf4aa7272ad4c28863c04eb4f164fe3ca264

Observation dee16a03-86a9-4fa9-996b-b26497232d22 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.903110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.901517Z digest=sha256:ed21cae49444e1b7b57b8636dfc9a4aea84e91195e923f8d910d5b1cfffc7e35

Observation 3f25867d-2b69-4c72-a7cb-38848047f32d · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.886929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.907006Z digest=sha256:e62252cff7f30bafbdf884f8b2a58ce7ed0a01ae4b2b9dad542b0afb9fbe1059

Observation 6ac54efe-7df2-41a1-a530-07348f3dd0a8 · outbound

This paper cites - The number of scenes should be no more than 3.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces - The number of scenes should be no more than 3

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.854928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.916865Z digest=sha256:baf295f6f2877b87371ab77179fc32a34ab1084b8902a8c274a94d2c19a666ac

Observation c2c35223-ea1c-4a9f-8cf8-ea549c4471ba · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.838154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.921545Z digest=sha256:4b60f555790ed81f24b62ffae6e3ec19bb46cfe18a315a581802bf15ce4f5a78

Observation 9cfc4862-1970-4934-9849-c2d6c94ba39f · outbound

This paper cites - The number of characters selected for each scene can not exceed the maximum capacity of the selected location.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces - The number of characters selected for each scene can not exceed the maximum capacity of the selected location

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.818628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.926551Z digest=sha256:5d1560806cf03e337363914cbbbd7674f9017f143849133854792a05088e4f15

Observation 1275e31a-f3fc-4cd1-a8b1-c49ba3c6399b · outbound

This paper cites - The story plot for each scene must include only the characters selected for this scene in step 3.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces - The story plot for each scene must include only the characters selected for this scene in step 3

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.801303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.932201Z digest=sha256:774422cd98b423ebc2d426d9d49c03367e1c7c4053a151b3526957e1cffaab79

Observation c12e88fc-4802-49aa-82f5-8ac59b91f3d6 · outbound

This paper cites sub-topic.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces sub-topic

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.785034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.937974Z digest=sha256:ea5b44bcd5bed6f82509dd5edb67a84067a9db2b638a5727feba2cd337b4898e

Observation 1acc9e0f-b5e4-4649-a333-3431a714af5f · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.769400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.943774Z digest=sha256:c4df62ef9b9ae1df8c02fa5ac7dec23a3fe81f4ee83536d238f8c9310cae19db

Observation 73cd872f-a72f-4f17-8f6f-85d59ec1df8b · outbound

This paper cites scene-id.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces scene-id

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.752659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.950491Z digest=sha256:9dee395e091bd1b66126aeaa286a10604fbd4a5acfbce758cbf66ed4d9c86f30

Observation a494cc60-9b6c-438b-8727-1dc1681b11f7 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.720582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.960754Z digest=sha256:222873ed1a15bb2ccd2e8e667b40f3f087cd41d646ee0a982361d93a41a10977

Observation 826607e8-ddce-4d25-a4f9-c51c7f352c9b · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.703958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.965718Z digest=sha256:4849a9d9ece67fe70f5da81883138e10cf6d998038ee454bec0e6e8be2bdb488

Observation c0e688e8-66ba-4e52-8467-afe509469d37 · outbound

This paper cites - Standing Thinking: show the character is thinking.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces - Standing Thinking: show the character is thinking

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.686892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.971114Z digest=sha256:68b553ecf8bc8cc8679939ae53dd5b461aedad6b9a91e1414228236952945182

Observation 44a1067b-be37-499f-9396-fa8322489b8b · outbound

This paper cites - Sitting Laughing: convey the character’s happy emotion.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces - Sitting Laughing: convey the character’s happy emotion

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.668912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.976392Z digest=sha256:3372815926cc983f89f8ba6344c83f0997e04be571929fb432c1771786b6b049

Observation 6ee87c23-804a-4bba-84e9-a4013ae26c9c · outbound

This paper cites - Each character can only add one action at a time.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces - Each character can only add one action at a time

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.652618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.984827Z digest=sha256:6ac2d5db68b22e67622995d1dba5920f4c54555e9eac13549ae1e15d1f5be4b3

Observation d59099fd-0486-416b-9055-575d0b17f7db · outbound

This paper cites Sit Down.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Sit Down

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.636689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.990175Z digest=sha256:2b20c62a1dd208afcc0bff3dc5d23140bc4968fe0c2d4a6139ecf25716931e8d

Observation 4ed68b02-bcac-4cc6-b767-c27887893094 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.620543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:49.995536Z digest=sha256:4112f960199fee440bb1713d1acee95eeef8b3fe69cc08f6c93cb1ea9222616e

Observation 4e294bc5-4398-4463-998e-2cc936b1d83b · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.605046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.000853Z digest=sha256:a06d280408d106a3b77eefa5fad7d538f94073106bc58b49f987aef1d5917d9d

Observation abcece24-4399-4ac9-a8fe-0359ed648822 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 38

Resolution
parse uncertain
raw_fallback, observed 2026-08-10T16:40:50.736352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.006126Z digest=sha256:98e483f614467a289426e51448eb0ffd50e175a36f290b3095963402f802d965

Observation e580d240-1960-4bf0-a27d-d947443826fc · outbound

This paper cites <Insertion Position 0>.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces <Insertion Position 0>

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.588919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.011025Z digest=sha256:b7c05bdec59c8a4e3895a8945280c2c33cdb4ccd7e24346849c80734b3351ce4

Observation d0601e95-911c-4b73-86f8-79d9bf7b0d2d · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.573743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.016789Z digest=sha256:bedc418726f8071d0aa517aec9a001ddb5e0298ad10da5cd5979f0293b671311

Observation bb5ec9b7-79da-4ac4-a2a2-e9dd93a5056d · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.558745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.022356Z digest=sha256:7f498d76c024710ebf8a3c734cdee7877fb57ba2aebc71c9e2c09a8c68c2acf2

Observation b974ba76-a08a-469f-8ea7-a3683b255d70 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.542604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.028010Z digest=sha256:8990d42026a284390a55f6ee040d3600ba7a3d1035d49bdd28ef870416fb0e52

Observation 9b6cc7c1-0b13-4b87-a07b-bded02eaaa29 · outbound

This paper cites reason":.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces reason":

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.527131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.033415Z digest=sha256:42fd09ad0e77443edd817b9ef3b0085a4c82e19bc39a50bb170e5971e40e74ad

Observation f80fc2fb-1012-4435-a22d-0538a0c69ad2 · outbound

This paper cites Sit Down.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Sit Down

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.511778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.039429Z digest=sha256:211499b960422a99edb2f7f625b724d62376dba0495ed1be07173dae7fbe7387

Observation e358d7e8-32dd-4f42-a5ba-450c625512c8 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.495976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.044787Z digest=sha256:f37f70099ea64f708295af6a1270f48fcf17907607ba3e2ef33396200192a64c

Observation 47f82409-1285-41ec-97b8-09e25ce3d75f · outbound

This paper cites action-reasonableness.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces action-reasonableness

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.478636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.050017Z digest=sha256:646436ca1ce74a586858cc645cb8013879e32f43eed2e78cf25772a37e069086

Observation 3d35d22b-7802-491c-ae64-17f31ca0eea5 · outbound

This paper cites - In each scene, the characters participating in the dialogue can only include those specified in the script for that scene.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces - In each scene, the characters participating in the dialogue can only include those specified in the script for that scene

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.462402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.055460Z digest=sha256:9d35dd3522b8320f10bf995f8b6b94aae38dde105fd73907279c6c66b9aac852

Observation e6469f8e-3ba4-4426-a7f6-838a759ccc03 · outbound

This paper cites Sit Down.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Sit Down

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.445879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.061456Z digest=sha256:f78cf872ff55371ad6be115a87849dfbe075210fe1e07da3d2f4cc709054bc54

Observation 056cbed0-189e-4c45-88b2-dd0a61664dc6 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.429823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.067018Z digest=sha256:86dfade17b90ab727fdc421b3f71b0927b610375682e7a44828bc7881b1f6adf

Observation a346bb94-c31d-42f5-956a-eaba78c3a9bc · outbound

This paper cites • Pan Shot: Pivots horizontally from a fixed position to track character movement.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces • Pan Shot: Pivots horizontally from a fixed position to track character movement

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.414012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.072765Z digest=sha256:72ddd36928d5ba7d7364b95bff67187c8c290a96c1f9012bd339743d7b43c0b3

Observation 975df9bf-aaa4-4863-924c-2a31f99d0de9 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.398026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.077650Z digest=sha256:99d0fac2851a9fbfa5adeca8b12bcd546c61d1eab1f9060e43dd432c1a898662

Observation 12e75243-ec5d-46f7-bc1e-0146c77e1a60 · outbound

This paper cites • Tracking Shot: Continuously follows a moving character.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces • Tracking Shot: Continuously follows a moving character

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.380736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.083382Z digest=sha256:40e7d92c6253cc92048fada6d5f1e06ed015b02832fa0fbe319acc207a4b60de

Observation e774e69e-86ce-48e3-b375-d3152c373017 · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.361639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.088770Z digest=sha256:122505b597c25df23af4990c8a202960267c410223065e3013f256b0ecd28e1a

Observation 2c80ade3-d46d-48bc-b64a-54920b55a768 · outbound

This paper cites reasoning.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces reasoning

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.345804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.094062Z digest=sha256:d029ba83e04b565e85192bfcf098aa2a58f1daacf6b9e33fe1b1317896370ec8

Observation bc7f3a7b-8b01-4761-99d2-44af66b537de · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.329481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.099382Z digest=sha256:16d2f122d79f58ff3af0314f0dbfd7a2ced91b6dea334b5891570a0de481e25f

Observation 662bd7ce-e613-4c8b-ad3d-bed24256e56d · outbound

This paper cites an unresolved cited work.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-10T16:40:50.312974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.104205Z digest=sha256:0f260729187f21573c7b2041da884ea61f125862f8b8a56cc88d230d27bae2e2

Observation 29a9d1b7-95c7-4e36-8e5b-3e337c8e904a · outbound

This paper cites need update.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces need update

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T16:40:50.296482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T16:40:50.109338Z digest=sha256:13c8651995d5b3fd6849924bc0b4bcdded7405d966a6533fd1799d3bf9630de1

Observation c38458fa-d5fe-4e79-bd11-4de5daa4506b · outbound

This paper cites URL https://doi.org/10.1145/3386569.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces URL https://doi.org/10.1145/3386569

Reference 301

Resolution
unresolved
no resolver link, observed 2026-08-10T16:40:49.794018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:40:49.794018Z digest=sha256:fa888ea71a53d3ed780840db9ccdad78948e399cbf17e4021f881e107ab28d1f

Observation 7135a549-efef-46bb-b878-73132baa169e · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces Agent Laboratory: Using LLM Agents as Research Assistants

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-10T16:40:49.800693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T16:40:49.800693Z digest=sha256:5dbb476f78b7af391f9893c31b4cbfeb299d65863f8c42aa778a2cb9670f0634

Pith citing papers

Observation 975457ad-8648-4e4e-8d78-23e50bec20fb · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 214

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:57:38.140126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-15T02:57:37.873567Z digest=sha256:9e6dbec5a5a6338c4d70ba41b41b44352f75ba58a42d4502a40a81bcb4017fd1

Observation 6f83161e-9884-4f7e-9191-b2743defc577 · inbound

FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation cites this paper.

FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T18:45:11.259427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:45:11.259427Z digest=sha256:dc5e5885a723f5fd70ede37ed12ffab1afc760325210ca3a7a8b5ae0e923fafe

Observation 9fdf8062-145c-40d0-8d3f-9fcb7e9c72e6 · inbound

Cutscene Agent: An LLM Agent Framework for Automated 3D Cutscene Generation cites this paper.

Cutscene Agent: An LLM Agent Framework for Automated 3D Cutscene Generation FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:46:24.126677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-07T14:01:23.894966Z digest=sha256:4b5ff97683503890739b21556e9f03b2b3d7b981ff92e1fd068e611bfbfe6da6

Observation 9a52a573-4913-4fe5-9ef6-c93d658dbc48 · inbound

SocialDirector: Training-Free Social Interaction Control for Multi-Person Video Generation cites this paper.

SocialDirector: Training-Free Social Interaction Control for Multi-Person Video Generation FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:21:23.934793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-12T03:28:30.471533Z digest=sha256:b21639cd859926fcfa5820d39bfc3d84d0882689c10a410abb7465af22a07389

Observation f6a499a4-28d1-4ae4-98f8-834bb9b488bf · inbound

Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration cites this paper.

Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:18:18.287401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-20T13:15:54.413960Z digest=sha256:e94a1a4bb9a52e88049fa806b839317810d83b523ca4ede1e7acc83629592bf8

Observation 083011ca-0d7e-4e53-ae00-e53e52ee507c · inbound

PhotoFlow: Agentic 3D Virtual Photography Missions cites this paper.

PhotoFlow: Agentic 3D Virtual Photography Missions FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-25T04:35:21.064393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-25T04:33:24.355622Z digest=sha256:f4c610e15087c0cbb2a785840dbd9793e9297db5b7aa4259497203db00f97bb1

Observation 560c513d-79cf-432d-802f-62f1115d1025 · inbound

BEAT: Rhythm-Elastic Alignment for Agentic Music-guided Movie Trailer Generation cites this paper.

BEAT: Rhythm-Elastic Alignment for Agentic Music-guided Movie Trailer Generation FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-06-29T18:33:50.700615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-29T18:28:07.450034Z digest=sha256:db3f5cd069d990aa15af1d6230ba2d3b0dd73bcccf9acfb89e9fd2fe8a8e91d2

Observation 0b6b8ff3-2f68-4641-8e45-3caccc108d32 · inbound

CogPortrait: Fine-Grained Eye-Region Control in Portrait Animation via Hierarchical Agent Planning cites this paper.

CogPortrait: Fine-Grained Eye-Region Control in Portrait Animation via Hierarchical Agent Planning FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-06-29T13:13:27.651836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-29T13:03:27.312548Z digest=sha256:3bac5c6737f612d9d109b031ddcc235e91fd63feb8a3cda451a3d0a254feb459

Observation 3293d5c3-a1b9-4efa-bdf5-9b3d88aa89d0 · inbound

Crayotter: Traceable Multi-Agent Workflows for Long-Form Video Editing cites this paper.

Crayotter: Traceable Multi-Agent Workflows for Long-Form Video Editing FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 8

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T21:26:14.457516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-06-28T17:03:08.229448Z digest=sha256:c80bf57bc2ad4753348820362e73ac24b3bbd7993f656968204fb5c58199b65b

Observation 93db06c1-60e7-41fd-bba0-5d70cfc09986 · inbound

GroundShot: Visually Consistent Multi-Shot Long Video Generation via Entity-Grounded Shot Scheduling cites this paper.

GroundShot: Visually Consistent Multi-Shot Long Video Generation via Entity-Grounded Shot Scheduling FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-07-04T03:19:30.248032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T18:15:51.862192Z digest=sha256:9fabbfe0fd9feb9cd1fe9a6a66f3b091a9f93923125d1d126f3558bf5a0663a8

Observation 00656a52-f24f-4427-b310-4d0856a22bef · inbound

GroundShot: Visually Consistent Multi-Shot Long Video Generation via Entity-Grounded Shot Scheduling cites this paper.

GroundShot: Visually Consistent Multi-Shot Long Video Generation via Entity-Grounded Shot Scheduling FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-02T10:48:07.658845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T10:48:07.658845Z digest=sha256:4de8c8223bc01770e50907470096e61b434d834868d11b8b0bf012cd9b325ecc

Observation 52c15afe-e8bf-4e33-bdfc-67b362ddd447 · inbound

Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds cites this paper.

Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-07-04T13:49:52.326965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T04:51:38.355857Z digest=sha256:852eee21f9d93d4d2600fec90f43d5c4223b6636b7ac6c47e57b7c66dc1f5d31

Observation 71f653fe-af9f-46f9-8dda-c5b30ecd19d7 · inbound

Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds cites this paper.

Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-06-29T19:13:52.834483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-29T04:55:32.982338Z digest=sha256:2c8b8879a13222cfc9375618ceecd22147b96c321cf8acdc4a32c4ff98f4ad07