Pith Number

pith:WTYNF63W

pith:2026:WTYNF63WXZB6LXF3NS2IYQLIEH

not attested not anchored not stored refs pending

Unsupervised Anomaly Detection of Information Operations Users via Behavioral and Language Patterns

Ke Deng, Sajal Halder, Sishun Liu, Xiuzhen Zhang, Yan Wang

arxiv:2607.05855 v1 · 2026-07-07 · 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{WTYNF63WXZB6LXF3NS2IYQLIEH}

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	2026-07-08T01:18:48.378188Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4f0d2fb76be43e5dcbb6cb48c416821cdc5ecd58147c43c7624a263b59e4be8

Aliases

arxiv: 2607.05855 · arxiv_version: 2607.05855v1 · doi: 10.48550/arxiv.2607.05855 · pith_short_12: WTYNF63WXZB6 · pith_short_16: WTYNF63WXZB6LXF3 · pith_short_8: WTYNF63W

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/WTYNF63WXZB6LXF3NS2IYQLIEH \
  | 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: b4f0d2fb76be43e5dcbb6cb48c416821cdc5ecd58147c43c7624a263b59e4be8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f1e8d988be96e952dc55bbef7617016f282dff3bb4829aa89606a3339e30f03",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-07T05:23:42Z",
    "title_canon_sha256": "85f42da059b0f650d1ebe4a274780c57819442c5282de37ef01257351a54ec83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05855",
    "kind": "arxiv",
    "version": 1
  }
}