Pith Number

pith:AHB4ES2U

pith:2020:AHB4ES2UMFL7IRIW23AK5JMPEF

not attested not anchored not stored refs pending

Evaluation metrics for behaviour modeling

Daniel Jiwoong Im, Iljung Kwak, Kristin Branson

arxiv:2007.12298 v1 · 2020-07-23 · 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{AHB4ES2UMFL7IRIW23AK5JMPEF}

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	2026-07-05T01:21:51.025731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01c3c24b546157f44516d6c0aea58f2144213f5c705a72d9e6c1bc748a0c70b7

Aliases

arxiv: 2007.12298 · arxiv_version: 2007.12298v1 · doi: 10.48550/arxiv.2007.12298 · pith_short_12: AHB4ES2UMFL7 · pith_short_16: AHB4ES2UMFL7IRIW · pith_short_8: AHB4ES2U

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/AHB4ES2UMFL7IRIW23AK5JMPEF \
  | 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: 01c3c24b546157f44516d6c0aea58f2144213f5c705a72d9e6c1bc748a0c70b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3cd6a5733fa2f5bb8852f1025d8b431d2f0d8f622d323bc704704bab152270c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-23T23:47:24Z",
    "title_canon_sha256": "9dc3fac675d9105e4f1f4c984dc659d8e551a81d6538d6e446afdac8cf043501"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.12298",
    "kind": "arxiv",
    "version": 1
  }
}