Pith Number

pith:76NGBGKD

pith:2017:76NGBGKDGXWPPQZ66QVCEPFEAI

not attested not anchored not stored refs pending

Loss Functions for Multiset Prediction

Jialin Mao, Kyunghyun Cho, Sean Welleck, Yu Gai, Zheng Zhang, Zixin Yao

arxiv:1711.05246 v2 · 2017-11-14 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{76NGBGKDGXWPPQZ66QVCEPFEAI}

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	2026-05-18T00:02:18.391634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff9a60994335ecf7c33ef42a223ca4023841f351d99a0307a9c4a2b4fc47fd92

Aliases

arxiv: 1711.05246 · arxiv_version: 1711.05246v2 · doi: 10.48550/arxiv.1711.05246 · pith_short_12: 76NGBGKDGXWP · pith_short_16: 76NGBGKDGXWPPQZ6 · pith_short_8: 76NGBGKD

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/76NGBGKDGXWPPQZ66QVCEPFEAI \
  | 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: ff9a60994335ecf7c33ef42a223ca4023841f351d99a0307a9c4a2b4fc47fd92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b91876beac11534d454fdf994ba185ecf3e8f5ec43a6fc24d783a4bdbb4392a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-14T18:43:22Z",
    "title_canon_sha256": "4cedaa8af07e9c8c1f3cf7f8fb64ac7f95378192539ccb8572f72d58da4bc644"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.05246",
    "kind": "arxiv",
    "version": 2
  }
}