Pith Number

pith:GNDH4S3B

pith:2019:GNDH4S3BUW3ATDKOJJTPFD2GLB

not attested not anchored not stored refs pending

The Futility of Bias-Free Learning and Search

Akshay Trikha, Dominique Macias, George D. Montanez, Jonathan Hayase, Julia Vendemiatti, Julius Lauw

arxiv:1907.06010 v1 · 2019-07-13 · 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{GNDH4S3BUW3ATDKOJJTPFD2GLB}

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	2026-05-17T23:40:42.680776Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33467e4b61a5b6098d4e4a66f28f46584bfaebb49ed60f4902d8443d10368010

Aliases

arxiv: 1907.06010 · arxiv_version: 1907.06010v1 · doi: 10.48550/arxiv.1907.06010 · pith_short_12: GNDH4S3BUW3A · pith_short_16: GNDH4S3BUW3ATDKO · pith_short_8: GNDH4S3B

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/GNDH4S3BUW3ATDKOJJTPFD2GLB \
  | 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: 33467e4b61a5b6098d4e4a66f28f46584bfaebb49ed60f4902d8443d10368010

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "021c8609e3c7c66c7ad8d4bd6774b62b635c52588c9f073339897a27ded7db67",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-13T05:16:39Z",
    "title_canon_sha256": "1112de44040d61fbb9a7933229c035d7af81387935b6cbd12c9cda6e49b709a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.06010",
    "kind": "arxiv",
    "version": 1
  }
}