Pith Number

pith:62KFKD24

pith:2024:62KFKD24YH63FSOHNG2S4T66AB

not attested not anchored not stored refs pending

BeamVQ: Aligning Space-Time Forecasting Model via Self-training on Physics-aware Metrics

Hao Wu, Jinbao Xue, Penghao Zhao, Wei Xiong, Weiyan Wang, Xiaomeng Huang, Xingjian Shi, Yangyu Tao, Ziyue Huang

arxiv:2405.17051 v1 · 2024-05-27 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{62KFKD24YH63FSOHNG2S4T66AB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T08:23:39.321041Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f694550f5cc1fdb2c9c769b52e4fde0045aba41ba4c5b5abc711b38f909c8339

Aliases

arxiv: 2405.17051 · arxiv_version: 2405.17051v1 · doi: 10.48550/arxiv.2405.17051 · pith_short_12: 62KFKD24YH63 · pith_short_16: 62KFKD24YH63FSOH · pith_short_8: 62KFKD24

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/62KFKD24YH63FSOHNG2S4T66AB \
  | 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: f694550f5cc1fdb2c9c769b52e4fde0045aba41ba4c5b5abc711b38f909c8339

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "492e1f9bde8a0bc46a935dd40d6f50ea4db7956a223d41e788f2c8177cd298b0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T11:07:47Z",
    "title_canon_sha256": "8e9b6eb01e2f138c974eda6a4d3460d9ff5fc277a1c55430bad65281371dbcfc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17051",
    "kind": "arxiv",
    "version": 1
  }
}