Pith Number

pith:CYOPIZJT

pith:2026:CYOPIZJTUZZZGKXBKF6TVFRXRS

not attested not anchored not stored refs pending

Beyond End-to-End Video Models: An LLM-Based Multi-Agent System for Educational Video Generation

Deguo Xia, Dong Xie, Jiulong Wu, Jizhou Huang, Lingyong Yan, Weixian Shi

arxiv:2602.11790 v2 · 2026-02-12 · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CYOPIZJTUZZZGKXBKF6TVFRXRS}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Are Video Models Zero-Shot Learners and Reasoners in Education? EduVideoBench, A Knowledge-Skills-Attitude Benchmark for Educational Video Generation

Receipt and verification

First computed	2026-06-02T01:04:15.664501Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

161cf46533a673932ae1517d3a96378c8ec66cb9fce6a83a150911462ae7adc2

Aliases

arxiv: 2602.11790 · arxiv_version: 2602.11790v2 · doi: 10.48550/arxiv.2602.11790 · pith_short_12: CYOPIZJTUZZZ · pith_short_16: CYOPIZJTUZZZGKXB · pith_short_8: CYOPIZJT

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/CYOPIZJTUZZZGKXBKF6TVFRXRS \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 161cf46533a673932ae1517d3a96378c8ec66cb9fce6a83a150911462ae7adc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "832efc73126a50df9d522fc7626ff366d9aa0375b3ad64ea304bfb49822a155f",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-02-12T10:14:36Z",
    "title_canon_sha256": "9743b7818c50708352852cc304a685333bcd0136103e29d2d6e928608c6c038b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.11790",
    "kind": "arxiv",
    "version": 2
  }
}