Pith Number

pith:2QEY2XHY

pith:2026:2QEY2XHYY2XENSBC3NUWHG5WAD

not attested not anchored not stored refs pending

MAG: MAnifold Guided Semi-Supervised Multi-modal In-Context Learning

Bharadwaj Veeravalli, Bowen Zheng, Fady Rezk, Kangkang Lu, Nancy F. Chen, Shijie Li, Tiankai Chen, Xiaodong Shi, Xun Xu, Zirui Cheng

arxiv:2608.12724 v1 · 2026-08-13 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2QEY2XHYY2XENSBC3NUWHG5WAD}

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	2026-08-14T00:47:10.933313Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4098d5cf8c6ae46c822db69639bb600e7382f904ebcd301b8e63d1951937c9c

Aliases

arxiv: 2608.12724 · arxiv_version: 2608.12724v1 · doi: 10.48550/arxiv.2608.12724 · pith_short_12: 2QEY2XHYY2XE · pith_short_16: 2QEY2XHYY2XENSBC · pith_short_8: 2QEY2XHY

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/2QEY2XHYY2XENSBC3NUWHG5WAD \
  | 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: d4098d5cf8c6ae46c822db69639bb600e7382f904ebcd301b8e63d1951937c9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "741208dbb32c850ef9aedbb798c63fae451ae0d992bd3d469608f0d0c115d85a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-13T02:10:52Z",
    "title_canon_sha256": "b0b1d003003b3a93c53ab388f581996994911bbcd94456e1aab7d665a9ad6807"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12724",
    "kind": "arxiv",
    "version": 1
  }
}