Pith Number

pith:FXTH5BVK

pith:2019:FXTH5BVKANUHVUZ2GZ4OX5LVFC

not attested not anchored not stored refs pending

Regression Under Human Assistance

Abir De, Manuel Gomez-Rodriguez, Nastaran Okati, Niloy Ganguly, Paramita Koley

arxiv:1909.02963 v4 · 2019-09-06 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FXTH5BVKANUHVUZ2GZ4OX5LVFC}

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

1 paper in Pith

Strategic Decision Support for AI Agents

Receipt and verification

First computed	2026-07-05T02:22:54.974359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2de67e86aa03687ad33a3678ebf57528b1ef932fcead3e51e7e4e520ec39d60c

Aliases

arxiv: 1909.02963 · arxiv_version: 1909.02963v4 · doi: 10.48550/arxiv.1909.02963 · pith_short_12: FXTH5BVKANUH · pith_short_16: FXTH5BVKANUHVUZ2 · pith_short_8: FXTH5BVK

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/FXTH5BVKANUHVUZ2GZ4OX5LVFC \
  | 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: 2de67e86aa03687ad33a3678ebf57528b1ef932fcead3e51e7e4e520ec39d60c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3ae762182b8dcdbd839be492d208e49562a7f827928c68461d3f89abd3d203c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-06T15:08:52Z",
    "title_canon_sha256": "ef3c2ff3eac164ed02502811c87d1c8833591cf827bf53455460c11ef78e8472"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.02963",
    "kind": "arxiv",
    "version": 4
  }
}