Pith Number

pith:TZCWZSNY

pith:2025:TZCWZSNYYT2YR6L6M6BPFW32HB

not attested not anchored not stored refs pending

Conformal Prediction Beyond the Seen: A Missing Mass Perspective for Uncertainty Quantification in Generative Models

George Pappas, Hamed Hassani, Shayan Kiyani, Sima Noorani

arxiv:2506.05497 v1 · 2025-06-05 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TZCWZSNYYT2YR6L6M6BPFW32HB}

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	2026-07-05T11:17:03.787742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e456cc9b8c4f588f97e6782f2db7a387918b963f3908d109aac0a53bd22e228

Aliases

arxiv: 2506.05497 · arxiv_version: 2506.05497v1 · doi: 10.48550/arxiv.2506.05497 · pith_short_12: TZCWZSNYYT2Y · pith_short_16: TZCWZSNYYT2YR6L6 · pith_short_8: TZCWZSNY

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/TZCWZSNYYT2YR6L6M6BPFW32HB \
  | 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: 9e456cc9b8c4f588f97e6782f2db7a387918b963f3908d109aac0a53bd22e228

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d1b765f947fefdfcba6a6b2f49e6a25f5671894e94f1b0a5f0e6312c5dfaaee",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-05T18:26:14Z",
    "title_canon_sha256": "6040798e2b7e9f3ab58dd60b1ac354fc1b50a0362af4ce49164a14c49a31d66d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05497",
    "kind": "arxiv",
    "version": 1
  }
}