Pith Number

pith:UXEVRWUW

pith:2025:UXEVRWUWSA7MFAG2IP3NIVJANX

not attested not anchored not stored refs pending

Guaranteed prediction sets for functional surrogate models

Ander Gray, S\'ebastien Destercke, Sylvain Rousseau, Vignesh Gopakumar

arxiv:2501.18426 v2 · 2025-01-30 · 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{UXEVRWUWSA7MFAG2IP3NIVJANX}

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	2026-07-05T11:24:13.359166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5c958da96903ec280da43f6d455206ddc9f2b3d8bdcf95a2b053cbdfad2e65d

Aliases

arxiv: 2501.18426 · arxiv_version: 2501.18426v2 · doi: 10.48550/arxiv.2501.18426 · pith_short_12: UXEVRWUWSA7M · pith_short_16: UXEVRWUWSA7MFAG2 · pith_short_8: UXEVRWUW

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/UXEVRWUWSA7MFAG2IP3NIVJANX \
  | 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: a5c958da96903ec280da43f6d455206ddc9f2b3d8bdcf95a2b053cbdfad2e65d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23d3988e2d987ddf2e68d566eb61bfbbdc2bb7e566e4488c52672c702645076f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-30T15:29:41Z",
    "title_canon_sha256": "e719201d8965d9d7ab6a85731b336268aacd348554c2602a65c1588c995c7cf9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18426",
    "kind": "arxiv",
    "version": 2
  }
}