Pith. sign in
Pith Number

pith:G647XV5T

pith:2022:G647XV5TWYLL75GXYOP7WHRBJM
not attested not anchored not stored refs pending

Calibrate: Interactive Analysis of Probabilistic Model Output

Brian Barr, Claudio Silva, Joao Rulff, Luis Gustavo Nonato, Peter Xenopoulos

arxiv:2207.13770 v1 · 2022-07-27 · cs.HC · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{G647XV5TWYLL75GXYOP7WHRBJM}

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 2026-07-05T04:44:12.032368Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

37b9fbd7b3b616bff4d7c39ffb1e214b09bfbeed5cb73ca4e29c7e8305f1932e

Aliases

arxiv: 2207.13770 · arxiv_version: 2207.13770v1 · doi: 10.48550/arxiv.2207.13770 · pith_short_12: G647XV5TWYLL · pith_short_16: G647XV5TWYLL75GX · pith_short_8: G647XV5T
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/G647XV5TWYLL75GXYOP7WHRBJM \
  | 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: 37b9fbd7b3b616bff4d7c39ffb1e214b09bfbeed5cb73ca4e29c7e8305f1932e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "460adeb2477303d4bdad4cd50ce9f259bcdb3bb51ba34e2669fe9d10a05b973d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2022-07-27T20:01:27Z",
    "title_canon_sha256": "afcafaecd6b70fce3ede73fcb91db6ffda61059d99d494252ef24fe69af6784b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.13770",
    "kind": "arxiv",
    "version": 1
  }
}