Pith Number

pith:ZN6TT2UX

pith:2022:ZN6TT2UXUDINYWNYJKCQLUIG4H

not attested not anchored not stored refs pending

Self-Training: A Survey

Emilie Devijver, Lies Hadjadj, Loic Pauletto, Massih-Reza Amini, Vasilii Feofanov, Yury Maximov

arxiv:2202.12040 v6 · 2022-02-24 · 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{ZN6TT2UXUDINYWNYJKCQLUIG4H}

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.

Cited by

2 papers in Pith

SAGE: Scalable Automatic Gating Ensemble for Confident Negative Harvesting in Fraud Detection

Large Language Models Can Self-Improve

Receipt and verification

First computed	2026-07-05T10:14:00.697814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb7d39ea97a0d0dc59b84a8505d106e1d06baa17077841ba88510f92e22bce8c

Aliases

arxiv: 2202.12040 · arxiv_version: 2202.12040v6 · doi: 10.48550/arxiv.2202.12040 · pith_short_12: ZN6TT2UXUDIN · pith_short_16: ZN6TT2UXUDINYWNY · pith_short_8: ZN6TT2UX

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/ZN6TT2UXUDINYWNYJKCQLUIG4H \
  | 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: cb7d39ea97a0d0dc59b84a8505d106e1d06baa17077841ba88510f92e22bce8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4fbfa96631819c1ccb968fe96074fe46b372f308429bb4fb2666cf85b9fc53c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-24T11:40:44Z",
    "title_canon_sha256": "fff95baab57aee1ef4cec330e9811fe26111d6f0e4a445e5518a921f495bc549"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.12040",
    "kind": "arxiv",
    "version": 6
  }
}