Pith. sign in
Pith Number

pith:O43VHMZT

pith:2022:O43VHMZT2MTDMBRCCHZ7BVZMJX
not attested not anchored not stored refs pending

Massive Twinning to Enhance Emergent Intelligence

Bin Han, Dennis Krummacker, Hans D. Schotten, Siyu Yuan

arxiv:2204.09316 v2 · 2022-04-20 · cs.MA · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{O43VHMZT2MTDMBRCCHZ7BVZMJX}

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 2026-07-05T05:13:06.424113Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

773753b333d32636062211f3f0d72c4dc9dba65c28dd0536a2a9e215759cfc38

Aliases

arxiv: 2204.09316 · arxiv_version: 2204.09316v2 · doi: 10.48550/arxiv.2204.09316 · pith_short_12: O43VHMZT2MTD · pith_short_16: O43VHMZT2MTDMBRC · pith_short_8: O43VHMZT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/O43VHMZT2MTDMBRCCHZ7BVZMJX \
  | 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: 773753b333d32636062211f3f0d72c4dc9dba65c28dd0536a2a9e215759cfc38
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c50ad2ba4662f7c56a0a794751ca0884af1f552aafce44a1737834446902e954",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2022-04-20T08:51:06Z",
    "title_canon_sha256": "bfef16d07fafb6c645f13a059704d94ad441609401b88d4529554be3776813b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.09316",
    "kind": "arxiv",
    "version": 2
  }
}