Pith Number

pith:GWAAWQSE

pith:2025:GWAAWQSEBGURWCDMODHLV2BPKS

not attested not anchored not stored refs pending

Contrastive Normalizing Flows for Uncertainty-Aware Parameter Estimation

Ibrahim Elsharkawy, Yonatan Kahn

arxiv:2505.08709 v1 · 2025-05-13 · physics.data-an · cs.LG · hep-ex · hep-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GWAAWQSEBGURWCDMODHLV2BPKS}

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

Towards a Certificate of Trust: Task-Aware OOD Detection for Scientific AI

Receipt and verification

First computed	2026-07-05T11:02:35.059099Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35800b424409a91b086c70cebae82f5483efd02f66d806ec277235ed9466e6b4

Aliases

arxiv: 2505.08709 · arxiv_version: 2505.08709v1 · doi: 10.48550/arxiv.2505.08709 · pith_short_12: GWAAWQSEBGUR · pith_short_16: GWAAWQSEBGURWCDM · pith_short_8: GWAAWQSE

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/GWAAWQSEBGURWCDMODHLV2BPKS \
  | 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: 35800b424409a91b086c70cebae82f5483efd02f66d806ec277235ed9466e6b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da5ee87d64092f4e747fc3c146189358025d21764fc4157ffd32e098a49d6b11",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "hep-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.data-an",
    "submitted_at": "2025-05-13T16:14:34Z",
    "title_canon_sha256": "1e5899509edfa8748387bce9dcefa1fa0d35e6527617fa75d838dce0c9407215"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.08709",
    "kind": "arxiv",
    "version": 1
  }
}