Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T03:51:16.558695Z
Paper Citation Record · LEDGER
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation
As of 3 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2605.09378.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-31T08:31:50.151717Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
31 of 31 outbound references displayed
- verified exact1
- verified fuzzy25
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch5
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6c37af12-3a9d-4457-9f0f-08e47faa0da0 · outbound
This paper cites Open-Sora: Democratizing Efficient Video Production for All.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Open-Sora: Democratizing Efficient Video Production for All
Reference 1
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-12T06:51:31.233486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c4d075d0-f7f5-4690-a364-624f8927e49b · outbound
This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-12T06:51:31.228564Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 975ec29e-5f79-4e85-8d4f-be20eaa49524 · outbound
This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Wan: Open and Advanced Large-Scale Video Generative Models
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-12T06:51:31.240096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 9108310d-90cb-47da-9c49-823f90b8dd5b · outbound
This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Proceedings of the Computer Vision and Pattern Recognition Conference , pages=
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.829436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a1c00e23-0d7c-477b-90a2-625150828918 · outbound
This paper cites International Conference on Machine Learning , pages=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation International Conference on Machine Learning , pages=
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.832405Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3099b3c4-190e-4ef1-adc4-281e6f244d23 · outbound
This paper cites The Twelfth International Conference on Learning Representations , year=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation The Twelfth International Conference on Learning Representations , year=
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.826339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation aad8a8dc-6d87-42db-bdd6-f9c60874b1d9 · outbound
This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.819094Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 39106294-c1bc-4e23-8ec4-57c87c651c1b · outbound
This paper cites The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.812282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 6df9dc49-672e-442f-9ec3-5cc49d1ed0c9 · outbound
This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.815566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 6f1a9440-0638-4e6d-b1c9-9295ee365ae0 · outbound
This paper cites European Conference on Computer Vision , pages=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation European Conference on Computer Vision , pages=
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.822830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5766db21-ad93-4704-8f1d-5579f57fdbca · outbound
This paper cites Proceedings of the 32nd ACM International Conference on Multimedia , pages=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Proceedings of the 32nd ACM International Conference on Multimedia , pages=
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.784571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation bdc3429d-2289-4e26-b2ef-dca4d272f298 · outbound
This paper cites The Thirteenth International Conference on Learning Representations , year=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation The Thirteenth International Conference on Learning Representations , year=
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.794804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 4d09cdc1-9b2a-4f6f-b9db-f8026b9bfff7 · outbound
This paper cites Proceedings of the 2021 conference on empirical methods in natural language processing , pages=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Proceedings of the 2021 conference on empirical methods in natural language processing , pages=
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.771416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f93c3467-7343-4a6d-8fac-a2a41953dc58 · outbound
This paper cites GPT-4o System Card.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation GPT-4o System Card
Reference 14
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-12T06:51:31.217055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 9278c6d4-956d-4764-a599-29f13c51051f · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 15
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-12T06:51:31.210753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 64d96483-2778-4c48-b956-1051d5193f3c · outbound
This paper cites 2005 , publisher=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation 2005 , publisher=
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.774545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 9436f1f4-3c7a-42f9-81e1-201443b909ed · outbound
This paper cites Proceedings of the IEEE/CVF international conference on computer vision , pages=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Proceedings of the IEEE/CVF international conference on computer vision , pages=
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.781457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7fe0aebd-be61-40c1-ae56-276569004a15 · outbound
This paper cites The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.791059Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f1020269-06ad-4b1c-a954-071ef43f6a1a · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.753102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 962d5621-9123-433e-89fa-311124581fcd · outbound
This paper cites ICLR , year =.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation ICLR , year =
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.778263Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 273e9d68-4a0a-4d53-b704-7727164ea0e0 · outbound
This paper cites Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks , year =.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks , year =
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.756389Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 820d372b-1583-4d64-a0b7-5deffd64995e · outbound
This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence , year=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation IEEE Transactions on Pattern Analysis and Machine Intelligence , year=
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.759694Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation de0b8e02-0dbe-412e-861b-92ebb7957581 · outbound
This paper cites The Fourteenth International Conference on Learning Representations , year=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation The Fourteenth International Conference on Learning Representations , year=
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.767231Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 457384c8-976c-474c-ba85-105f504771fb · outbound
This paper cites Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.763640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation da03e278-fcde-4d2d-b914-9ff422ce1f1f · outbound
This paper cites The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation The Thirty-ninth Annual Conference on Neural Information Processing Systems , year=
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.787855Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 828dc520-b199-4cd0-8724-442bc5a5a310 · outbound
This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.808687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 0fcb2b29-32d4-4370-93f5-13aa0edec447 · outbound
This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.749093Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 68e9aa61-59bc-45cb-afa9-238efb0c55a6 · outbound
This paper cites IEEE Transactions on Affective Computing , year=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation IEEE Transactions on Affective Computing , year=
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.798052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 036e3ee4-01dd-411e-9859-e67160abd424 · outbound
This paper cites From Query to Explanation: Uni-RAG for Multi-Modal Retrieval-Augmented Learning in STEM.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation From Query to Explanation: Uni-RAG for Multi-Modal Retrieval-Augmented Learning in STEM
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:51:31.200951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 00afe8c6-fd6a-42d8-b71b-ad2c78fde783 · outbound
This paper cites IEEE Transactions on Dependable and Secure Computing , year=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation IEEE Transactions on Dependable and Secure Computing , year=
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.802024Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation e5ed955d-0804-4e20-a508-dd505f439591 · outbound
This paper cites IEEE/ACM transactions on audio, speech, and language processing , volume=.
EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation IEEE/ACM transactions on audio, speech, and language processing , volume=
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-12T17:51:44.805141Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Pith citing papers
Observation c951180d-226b-46c7-8171-df2fe4ce47a8 · inbound
MMOE: Modernizing Diffusion Transformers with Efficient Expert Design cites this paper.
MMOE: Modernizing Diffusion Transformers with Efficient Expert Design EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T08:31:50.151717Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.