Pith Number

pith:5HGKFWVB

pith:2020:5HGKFWVBISPORUZ7SHGNKNYOUK

not attested not anchored not stored refs pending

Temporal Probability Calibration

Maksymilian Polaczuk, Tim Leathart

arxiv:2002.02644 v2 · 2020-02-07 · 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{5HGKFWVBISPORUZ7SHGNKNYOUK}

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

Temporal Difference Calibration in Sequential Tasks: Application to Vision-Language-Action Models

Receipt and verification

First computed	2026-07-05T00:41:03.382092Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9cca2daa1449ee8d33f91ccd5370ea2bc229814d1584cf296ea19fc633b2430

Aliases

arxiv: 2002.02644 · arxiv_version: 2002.02644v2 · doi: 10.48550/arxiv.2002.02644 · pith_short_12: 5HGKFWVBISPO · pith_short_16: 5HGKFWVBISPORUZ7 · pith_short_8: 5HGKFWVB

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/5HGKFWVBISPORUZ7SHGNKNYOUK \
  | 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: e9cca2daa1449ee8d33f91ccd5370ea2bc229814d1584cf296ea19fc633b2430

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7d218559756e94408a6994b519d055b8fe92f82709d40d0927232afda11c7e6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-07T06:59:05Z",
    "title_canon_sha256": "9f537808b50e60fc005f681e8ce3f6a57f90c40d19d23300527f6b667427d5b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.02644",
    "kind": "arxiv",
    "version": 2
  }
}