Pith Number

pith:QQMFG5RC

pith:2025:QQMFG5RCQGGZNXUA2BZ7DRVND3

not attested not anchored not stored refs pending

MAGNeT: Multimodal Adaptive Gaussian Networks for Intent Inference in Moving Target Selection across Complex Scenarios

Baiqiao Zhang, Chenglei Yang, Jin Huang, Juan Liu, Xiangxian Li, Xianhui Cao, Yawen Zheng, Yijia Ma, Yulong Bian

arxiv:2508.12992 v2 · 2025-08-18 · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QQMFG5RCQGGZNXUA2BZ7DRVND3}

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	2026-07-05T11:55:43.053894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8418537622818d96de80d073f1c6ad1ee68aad8aca353ad239f5b3a6ab6ec726

Aliases

arxiv: 2508.12992 · arxiv_version: 2508.12992v2 · doi: 10.48550/arxiv.2508.12992 · pith_short_12: QQMFG5RCQGGZ · pith_short_16: QQMFG5RCQGGZNXUA · pith_short_8: QQMFG5RC

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/QQMFG5RCQGGZNXUA2BZ7DRVND3 \
  | 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: 8418537622818d96de80d073f1c6ad1ee68aad8aca353ad239f5b3a6ab6ec726

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a02232c7033ccb85df7584db248135b12465ce3f045a0588d5ca3f132527662",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2025-08-18T15:12:27Z",
    "title_canon_sha256": "eed4ed3c2dc46f981e49acecbe248587521c9ea5fc9205d8cd7201a4f7d4283b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12992",
    "kind": "arxiv",
    "version": 2
  }
}