pith. sign in
Pith Number

pith:LQMR6TVZ

pith:2018:LQMR6TVZ3LKPHHKD3BOV65GJX7
not attested not anchored not stored refs pending

Using Attribution to Decode Dataset Bias in Neural Network Models for Chemistry

Ankur Taly, Federico Monti, Kevin McCloskey, Lucy Colwell, Michael P. Brenner

arxiv:1811.11310 v3 · 2018-11-27 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LQMR6TVZ3LKPHHKD3BOV65GJX7}

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 2026-07-05T00:39:30.586143Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5c191f4eb9dad4f39d43d85d5f74c9bfe6703328218195ef1de1922ecea7b463

Aliases

arxiv: 1811.11310 · arxiv_version: 1811.11310v3 · doi: 10.48550/arxiv.1811.11310 · pith_short_12: LQMR6TVZ3LKP · pith_short_16: LQMR6TVZ3LKPHHKD · pith_short_8: LQMR6TVZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LQMR6TVZ3LKPHHKD3BOV65GJX7 \
  | 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: 5c191f4eb9dad4f39d43d85d5f74c9bfe6703328218195ef1de1922ecea7b463
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "91b21b778f56cac485f33eca75c032dd3f1222f88282b0f9b40f72d7647c19d0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-27T23:33:05Z",
    "title_canon_sha256": "40d6d3a8d2f86229542e6037b99356ab406c6ea652a966026f427b1229170e5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.11310",
    "kind": "arxiv",
    "version": 3
  }
}