Paper Citation Record · LEDGER

Automated Movie Generation via Multi-Agent CoT Planning

As of 24 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 39 inbound Pith citation observations for arXiv:2503.07314.

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

pith.paper-citation-record.v1
2503.07314 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 39 of 39 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 39 of 39 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:12:27.507752Z

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

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 44884a6f-6482-4b62-a5bf-e3353843c6c2 · inbound

VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models cites this paper.

VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models Automated Movie Generation via Multi-Agent CoT Planning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T12:45:09.400264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a6aa371-4938-48d2-90ad-025c4183ff3d · inbound

AnimeShooter: A Multi-Shot Animation Dataset for Reference-Guided Video Generation cites this paper.

AnimeShooter: A Multi-Shot Animation Dataset for Reference-Guided Video Generation Automated Movie Generation via Multi-Agent CoT Planning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T11:12:11.166087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fee5c2ec-4bfc-471b-9a24-5c858f01a338 · inbound

Phantom-Data : Towards a General Subject-Consistent Video Generation Dataset cites this paper.

Phantom-Data : Towards a General Subject-Consistent Video Generation Dataset Automated Movie Generation via Multi-Agent CoT Planning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:11.903050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 186af72b-c9d2-4f30-a417-b987e6df0885 · 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 Automated Movie Generation via Multi-Agent CoT Planning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T18:45:11.256046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cf082b0-8e2d-4d20-b1e9-8b58e686189b · inbound

A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality cites this paper.

A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality Automated Movie Generation via Multi-Agent CoT Planning

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-06T18:51:30.310486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6b2c2b2-c940-4f20-b584-f392cf92e5ce · inbound

MindShot: Multi-Shot Video Reconstruction from fMRI with LLM Decoding cites this paper.

MindShot: Multi-Shot Video Reconstruction from fMRI with LLM Decoding Automated Movie Generation via Multi-Agent CoT Planning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T04:59:58.898082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 187bfd10-cb31-4d9b-8090-de254a56cd71 · inbound

OmniHuman-1.5: Instilling an Active Mind in Avatars via Cognitive Simulation cites this paper.

OmniHuman-1.5: Instilling an Active Mind in Avatars via Cognitive Simulation Automated Movie Generation via Multi-Agent CoT Planning

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-15T16:57:29.798480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c472352e-373f-4d2f-a6f0-265dbff5bb49 · inbound

VABench: A Comprehensive Benchmark for Audio-Video Generation cites this paper.

VABench: A Comprehensive Benchmark for Audio-Video Generation Automated Movie Generation via Multi-Agent CoT Planning

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:08:43.864357Z

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.

Observation b0cf4ea8-18f9-4da8-81ab-838492bebaaf · inbound

The Script is All You Need: An Agentic Framework for Long-Horizon Dialogue-to-Cinematic Video Generation cites this paper.

The Script is All You Need: An Agentic Framework for Long-Horizon Dialogue-to-Cinematic Video Generation Automated Movie Generation via Multi-Agent CoT Planning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T08:16:22.460936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0304fb6e-7451-45b4-a65b-1a68b18edb9e · inbound

StoryBlender: Inter-Shot Consistent and Editable 3D Storyboard with Spatial-temporal Dynamics cites this paper.

StoryBlender: Inter-Shot Consistent and Editable 3D Storyboard with Spatial-temporal Dynamics Automated Movie Generation via Multi-Agent CoT Planning

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T23:28:26.417856Z

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.

Observation 69880796-82b4-42f3-9cfa-4c613276e183 · inbound

Camera Artist: A Multi-Agent Framework for Cinematic Language Storytelling Video Generation cites this paper.

Camera Artist: A Multi-Agent Framework for Cinematic Language Storytelling Video Generation Automated Movie Generation via Multi-Agent CoT Planning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:01:01.590192Z

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.

Observation f5225c03-daee-4292-b863-7bf821f45f1f · inbound

A Benchmark and Multi-Agent System for Instruction-driven Cinematic Video Compilation cites this paper.

A Benchmark and Multi-Agent System for Instruction-driven Cinematic Video Compilation Automated Movie Generation via Multi-Agent CoT Planning

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T10:31:00.367858Z

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.

Observation 021e81e0-086d-4ed3-bd39-3ba42e597ec6 · inbound

MCSC-Bench: Multimodal Context-to-Script Creation for Realistic Video Production cites this paper.

MCSC-Bench: Multimodal Context-to-Script Creation for Realistic Video Production Automated Movie Generation via Multi-Agent CoT Planning

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:13:29.959826Z

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.

Observation 2bc11187-e336-4a8c-8a7e-55efa7e2c0ad · 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 Automated Movie Generation via Multi-Agent CoT Planning

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:41:25.994720Z

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.

Observation ec48a3cc-8544-4cde-b9fd-3f94c82ade7c · inbound

When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation cites this paper.

When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation Automated Movie Generation via Multi-Agent CoT Planning

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T22:02:49.008356Z

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.

Observation d41dce4a-5101-497c-bfe4-d32f16c24050 · inbound

When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation cites this paper.

When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation Automated Movie Generation via Multi-Agent CoT Planning

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T19:45:01.066088Z

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.

Observation 0f71e0a8-01da-4373-a778-7268031cb6c7 · inbound

When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation cites this paper.

When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation Automated Movie Generation via Multi-Agent CoT Planning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T13:52:48.940817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f58fe2-200f-4e38-b561-82cf210495d8 · inbound

OProver: A Unified Framework for Agentic Formal Theorem Proving cites this paper.

OProver: A Unified Framework for Agentic Formal Theorem Proving Automated Movie Generation via Multi-Agent CoT Planning

Reference 93

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T14:48:23.563345Z

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.

Observation fb77937b-d5e9-4f98-98e4-2ff81b192883 · inbound

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

Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration Automated Movie Generation via Multi-Agent CoT Planning

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:18:18.312423Z

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.

Observation d015b5da-d4ce-43b7-8c85-ef199920315e · inbound

One Sentence, One Drama: Personalized Short-Form Drama Generation via Multi-Agent Systems cites this paper.

One Sentence, One Drama: Personalized Short-Form Drama Generation via Multi-Agent Systems Automated Movie Generation via Multi-Agent CoT Planning

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-22T06:54:42.358043Z

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.

Observation a5b5b38b-ce19-4a43-9470-27871902ffb2 · inbound

EvalVerse: Pipeline-Aware and Expert-Calibrated Benchmarking for Professional Cinematic Video Generation cites this paper.

EvalVerse: Pipeline-Aware and Expert-Calibrated Benchmarking for Professional Cinematic Video Generation Automated Movie Generation via Multi-Agent CoT Planning

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:35:20.684884Z

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.

Observation 5ca9dd9e-2ac4-420f-8ae2-45b3ee063d49 · inbound

ReCA: Multi-Shot Long Video Extrapolation via Recursive Context Allocation cites this paper.

ReCA: Multi-Shot Long Video Extrapolation via Recursive Context Allocation Automated Movie Generation via Multi-Agent CoT Planning

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:03:51.114383Z

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.

Observation a1898631-abbd-4920-914e-75a64b251206 · 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 Automated Movie Generation via Multi-Agent CoT Planning

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:33:50.681421Z

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.

Observation 7512f28d-3b84-40ef-b1f7-bac6b5bc09b5 · 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 Automated Movie Generation via Multi-Agent CoT Planning

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:13:27.636680Z

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.

Observation d1aef313-fad0-4286-a704-efae258635d9 · inbound

DirectorBench: Diagnosing Long-Form Video Generation with Personalized Multi-Agent Evaluation cites this paper.

DirectorBench: Diagnosing Long-Form Video Generation with Personalized Multi-Agent Evaluation Automated Movie Generation via Multi-Agent CoT Planning

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:13.589380Z

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.

Observation 2eeee12a-6cab-48aa-8395-0518450f8223 · inbound

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

Crayotter: Traceable Multi-Agent Workflows for Long-Form Video Editing Automated Movie Generation via Multi-Agent CoT Planning

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T21:26:14.463125Z

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.

Observation 99358886-5c41-4c32-8a85-5703c931994b · inbound

CineDance: Towards Next-Generation Multi-Shot Long-Form Cinematic Audio-Video Generation cites this paper.

CineDance: Towards Next-Generation Multi-Shot Long-Form Cinematic Audio-Video Generation Automated Movie Generation via Multi-Agent CoT Planning

Reference 76

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T00:07:28.073161Z

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.

Observation 4adccaba-f3f1-4f7f-8aba-277933e35e67 · inbound

Bridging Creative Intent and Visual Quality: Creator-Driven Recurrent Video Generation with Agentic Feedback Loops cites this paper.

Bridging Creative Intent and Visual Quality: Creator-Driven Recurrent Video Generation with Agentic Feedback Loops Automated Movie Generation via Multi-Agent CoT Planning

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T23:39:03.331479Z

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.

Observation 9632db8e-beb4-4946-8c3f-293d2f13451d · 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 Automated Movie Generation via Multi-Agent CoT Planning

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-07-04T03:19:30.194377Z

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.

Observation e9995fa9-5fb2-472b-ae6b-d06a9ae102e9 · 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 Automated Movie Generation via Multi-Agent CoT Planning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T10:48:07.194047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27c305c6-e395-43f3-b399-e15e2f5f20f6 · inbound

DramaDirector: Geometry-Guided Short Drama Generation cites this paper.

DramaDirector: Geometry-Guided Short Drama Generation Automated Movie Generation via Multi-Agent CoT Planning

Reference 63

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T14:59:55.958550Z

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.

Observation c4e5dc02-babc-415f-84de-d7f294c2431a · inbound

MAVIN: Multi-Shot Audio-Visual Generation with Customized Narrative Control cites this paper.

MAVIN: Multi-Shot Audio-Visual Generation with Customized Narrative Control Automated Movie Generation via Multi-Agent CoT Planning

Reference 76

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:24:21.573626Z

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.

Observation 7530a7fb-a25f-4b2a-a265-780f4b9b3cfe · inbound

MAVIN: Multi-Shot Audio-Visual Generation with Customized Narrative Control cites this paper.

MAVIN: Multi-Shot Audio-Visual Generation with Customized Narrative Control Automated Movie Generation via Multi-Agent CoT Planning

Reference 76

Resolution: unresolved; no resolver link, observed 2026-07-14T17:03:01.432145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4819179f-3f08-48b5-9e4e-bc91857c7381 · inbound

Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning cites this paper.

Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning Automated Movie Generation via Multi-Agent CoT Planning

Reference 60

Resolution: unresolved; no resolver link, observed 2026-07-12T05:48:27.255331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bea02b8-7f69-4a29-b676-f097d534dbcc · inbound

Prompt-Adapter Context Routing for Parameter-Efficient Multi-Shot Long Video Extrapolation cites this paper.

Prompt-Adapter Context Routing for Parameter-Efficient Multi-Shot Long Video Extrapolation Automated Movie Generation via Multi-Agent CoT Planning

Reference 112

Resolution: verified exact; local_arxiv, observed 2026-07-08T04:34:30.977117Z

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.

Observation 7573c4b9-3054-432a-ab75-2230af9c9a66 · inbound

SlotMem: Character-Addressable Internal Memory for Narrative Long Video Generation cites this paper.

SlotMem: Character-Addressable Internal Memory for Narrative Long Video Generation Automated Movie Generation via Multi-Agent CoT Planning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T22:25:26.364645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e04e73aa-d92c-465e-8789-b58cb9ec5879 · inbound

FilmWorld: Agentic Novel-to-Film Generation through Dynamic Cinematic World Modeling cites this paper.

FilmWorld: Agentic Novel-to-Film Generation through Dynamic Cinematic World Modeling Automated Movie Generation via Multi-Agent CoT Planning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T13:41:47.224412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98c176a1-8124-47d1-880e-7b76e2bb6424 · inbound

LogiShot: Logically Coherent Cross-Shot Video Generation cites this paper.

LogiShot: Logically Coherent Cross-Shot Video Generation Automated Movie Generation via Multi-Agent CoT Planning

Reference 116

Resolution: unresolved; no resolver link, observed 2026-08-14T04:27:58.469473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49181eaf-3673-4a10-a146-93a333e586cd · inbound

StateFlow: Building, Evolving, and Accessing 3D World States for Previsualization cites this paper.

StateFlow: Building, Evolving, and Accessing 3D World States for Previsualization Automated Movie Generation via Multi-Agent CoT Planning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:27.507752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.