Pith Number

pith:D2NIZCRW

pith:2020:D2NIZCRWUHQAYV74TFKP4V3SIC

not attested not anchored not stored refs pending

Network Classifiers Based on Social Learning

Ali H. Sayed, Stefan Vlaski, Vincenzo Matta, Virginia Bordignon

arxiv:2010.12306 v2 · 2020-10-23 · eess.SP · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D2NIZCRWUHQAYV74TFKP4V3SIC}

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	2026-07-05T02:32:33.935210Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e9a8c8a36a1e00c57fc9954fe57724085eeecc3cefb6cb2209c7202f6461879

Aliases

arxiv: 2010.12306 · arxiv_version: 2010.12306v2 · doi: 10.48550/arxiv.2010.12306 · pith_short_12: D2NIZCRWUHQA · pith_short_16: D2NIZCRWUHQAYV74 · pith_short_8: D2NIZCRW

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/D2NIZCRWUHQAYV74TFKP4V3SIC \
  | 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: 1e9a8c8a36a1e00c57fc9954fe57724085eeecc3cefb6cb2209c7202f6461879

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d306c31289f80d6a45d0cf2a62f20ccd7c0a91082b411fc59d5231b08ccf85c",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2020-10-23T11:18:20Z",
    "title_canon_sha256": "c61fa5c903f0a44a84c5b6788438bedbc7dbe4ddef62ea55173d830d99aaa5bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.12306",
    "kind": "arxiv",
    "version": 2
  }
}