Pith Number

pith:FM5EGWAX

pith:2022:FM5EGWAXL7TVFOUVZM6PDCCHTI

not attested not anchored not stored refs pending

G2L: A Geometric Approach for Generating Pseudo-labels that Improve Transfer Learning

Bishwaranjan Bhattacharjee, Brian Belgodere, John R. Kender, Parijat Dube

arxiv:2207.03554 v1 · 2022-07-07 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FM5EGWAXL7TVFOUVZM6PDCCHTI}

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	2026-07-05T04:38:25.754390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b3a4358175fe752ba95cb3cf188479a0608867de17357bd3c8539cc2994b11f

Aliases

arxiv: 2207.03554 · arxiv_version: 2207.03554v1 · doi: 10.48550/arxiv.2207.03554 · pith_short_12: FM5EGWAXL7TV · pith_short_16: FM5EGWAXL7TVFOUV · pith_short_8: FM5EGWAX

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/FM5EGWAXL7TVFOUVZM6PDCCHTI \
  | 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: 2b3a4358175fe752ba95cb3cf188479a0608867de17357bd3c8539cc2994b11f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "786859b519ae2844788e51acf522df01bcd75f9dab3d3dd247b7648f929c925c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-07T20:03:32Z",
    "title_canon_sha256": "5017f7b4cb1fd8bd3db68f0ee3df081c4726c319cc26a53b23b2c6827aa0cde6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.03554",
    "kind": "arxiv",
    "version": 1
  }
}