Pith. sign in
Pith Number

pith:4AG2BMT3

pith:2025:4AG2BMT3P2JTHBSJE2FMSF6CBA
not attested not anchored not stored refs pending

Non-collective Calibrating Strategy for Time Series Forecasting

Bin Wang, Feng Hong, Junbo Zhang, Minbo Ma, Tianrui Li, Yanwei Yu, Yongqi Han

arxiv:2506.03176 v2 · 2025-05-29 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4AG2BMT3P2JTHBSJE2FMSF6CBA}

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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.
Receipt and verification
First computed 2026-07-05T11:30:44.480046Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e00da0b27b7e93338649268ac917c2080ea077940799d12e945cb27751ae30bf

Aliases

arxiv: 2506.03176 · arxiv_version: 2506.03176v2 · doi: 10.48550/arxiv.2506.03176 · pith_short_12: 4AG2BMT3P2JT · pith_short_16: 4AG2BMT3P2JTHBSJ · pith_short_8: 4AG2BMT3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4AG2BMT3P2JTHBSJE2FMSF6CBA \
  | 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: e00da0b27b7e93338649268ac917c2080ea077940799d12e945cb27751ae30bf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "95556914e7c5af3f290ce1ccd02febdfeeecc9551011ed9d6e15b51ff2f44840",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T10:14:26Z",
    "title_canon_sha256": "e92a6867a651e24d569d834f3e7260991c0c7678448d16016a882c43dce8b66f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03176",
    "kind": "arxiv",
    "version": 2
  }
}