Pith Number

pith:W754LCWP

pith:2024:W754LCWPC5KHHKTKVY6K5ID7II

not attested not anchored not stored refs pending

SyMerge: From Non-Interference to Synergistic Merging via Single-Layer Adaptation

Aecheon Jung, Dongyoon Han, Seunghwan Lee, Sungeun Hong

arxiv:2412.19098 v4 · 2024-12-26 · 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{W754LCWPC5KHHKTKVY6K5ID7II}

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	2026-05-25T02:02:06.199713Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7fbc58acf175473aa6aae3caea07f423ee5fcfd1f382a9352a3d27c1e889534

Aliases

arxiv: 2412.19098 · arxiv_version: 2412.19098v4 · doi: 10.48550/arxiv.2412.19098 · pith_short_12: W754LCWPC5KH · pith_short_16: W754LCWPC5KHHKTK · pith_short_8: W754LCWP

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/W754LCWPC5KHHKTKVY6K5ID7II \
  | 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: b7fbc58acf175473aa6aae3caea07f423ee5fcfd1f382a9352a3d27c1e889534

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6c71b385e2a0c1e54d3f52ae4c3b3a154af671c41de5646795ab7f4e228215b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-26T07:42:06Z",
    "title_canon_sha256": "f68e2a0ac4a676a9e5b46faaf27ad926d1fd08e538e70139610fa26e8964cb6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19098",
    "kind": "arxiv",
    "version": 4
  }
}