Pith Number

pith:MMJGCSFE

pith:2024:MMJGCSFESIFLFMPOW4WM6A6IFB

not attested not anchored not stored refs pending

A Decision-driven Methodology for Designing Uncertainty-aware AI Self-Assessment

Eric Heim, Gregory Canal, I-Jeng Wang, Philip Sage, Vladimir Leung

arxiv:2408.01301 v1 · 2024-08-02 · stat.ML · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MMJGCSFESIFLFMPOW4WM6A6IFB}

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	2026-07-05T08:51:29.816217Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63126148a4920ab2b1eeb72ccf03c8287136232b06f9bebd7c31922b59256d99

Aliases

arxiv: 2408.01301 · arxiv_version: 2408.01301v1 · doi: 10.48550/arxiv.2408.01301 · pith_short_12: MMJGCSFESIFL · pith_short_16: MMJGCSFESIFLFMPO · pith_short_8: MMJGCSFE

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/MMJGCSFESIFLFMPOW4WM6A6IFB \
  | 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: 63126148a4920ab2b1eeb72ccf03c8287136232b06f9bebd7c31922b59256d99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc307a964f25bed2f1324d80da6c3d7736107365337a53a35ba346e9aa8cc0da",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-08-02T14:43:45Z",
    "title_canon_sha256": "8f9998f3c0168d68c2603ac38b59e67585dad186d887785f3d4a7e0b0317ad03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.01301",
    "kind": "arxiv",
    "version": 1
  }
}