Pith Number

pith:BEQY3BD6

pith:2016:BEQY3BD65V7AJNIBY7W6VQ4YVT

not attested not anchored not stored refs pending

Criteria of efficiency for conformal prediction

Alex Gammerman, Ilia Nouretdinov, Ivan Petej, Valentina Fedorova, Vladimir Vovk

arxiv:1603.04416 v2 · 2016-03-14 · 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{BEQY3BD65V7AJNIBY7W6VQ4YVT}

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

2 papers in Pith

libconform v0.1.0: a Python library for conformal prediction

Uncertainty-Aware Transformers: Conformal Prediction for Language Models

Receipt and verification

First computed	2026-05-18T01:04:41.389396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09218d847eed7e04b501c7edeac398acda3a996524e9db8c782f4900a5841eef

Aliases

arxiv: 1603.04416 · arxiv_version: 1603.04416v2 · doi: 10.48550/arxiv.1603.04416 · pith_short_12: BEQY3BD65V7A · pith_short_16: BEQY3BD65V7AJNIB · pith_short_8: BEQY3BD6

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/BEQY3BD65V7AJNIBY7W6VQ4YVT \
  | 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: 09218d847eed7e04b501c7edeac398acda3a996524e9db8c782f4900a5841eef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "acebdee431690dd78e9872342dbea4033440a4da9a6d23c4341fc1e162da5a57",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-03-14T19:49:07Z",
    "title_canon_sha256": "e9a2f119c6dcaee774eeaa964c8f71a99ab03707bc69e181d021c8f1d616a07d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1603.04416",
    "kind": "arxiv",
    "version": 2
  }
}