Pith. sign in
Pith Number

pith:A3K2W22Q

pith:2025:A3K2W22QTTF2M3LS35RDSUOIEH
not attested not anchored not stored refs pending

SAGE: A Visual Language Model for Anomaly Detection via Fact Enhancement and Entropy-aware Alignment

Dechen Zhan, Donglin Di, Guoxin Zang, Lanshun Nie, Lei Fan, Xue Li, Yang Song

arxiv:2507.07939 v2 · 2025-07-10 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{A3K2W22QTTF2M3LS35RDSUOIEH}

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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 2026-07-05T11:40:56.519116Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

06d5ab6b509ccba66d72df623951c821cea66ce5ed112f139c778511c6513768

Aliases

arxiv: 2507.07939 · arxiv_version: 2507.07939v2 · doi: 10.48550/arxiv.2507.07939 · pith_short_12: A3K2W22QTTF2 · pith_short_16: A3K2W22QTTF2M3LS · pith_short_8: A3K2W22Q
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/A3K2W22QTTF2M3LS35RDSUOIEH \
  | 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: 06d5ab6b509ccba66d72df623951c821cea66ce5ed112f139c778511c6513768
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ba9100bf72666611a1d873c96a468d0d0804421b82cc03ee82b70bd5f3fae7a8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-10T17:23:42Z",
    "title_canon_sha256": "d814481ae0e0edc751ef0224e0e9f76cab04f56fa4e901ca88469c846e140517"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07939",
    "kind": "arxiv",
    "version": 2
  }
}