Pith Number

pith:F2VHFJYS

pith:2022:F2VHFJYSNZI7K6DVBTILXKWBM2

not attested not anchored not stored refs pending

Practical Adversarial Multivalid Conformal Prediction

Aaron Roth, Christopher Jung, Georgy Noarov, Osbert Bastani, Ramya Ramalingam, Varun Gupta

arxiv:2206.01067 v1 · 2022-06-02 · 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{F2VHFJYSNZI7K6DVBTILXKWBM2}

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	2026-07-05T04:28:36.586022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2eaa72a7126e51f578750cd0bbaac166ad1e43f69368ac4d5e05435f63f698f4

Aliases

arxiv: 2206.01067 · arxiv_version: 2206.01067v1 · doi: 10.48550/arxiv.2206.01067 · pith_short_12: F2VHFJYSNZI7 · pith_short_16: F2VHFJYSNZI7K6DV · pith_short_8: F2VHFJYS

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/F2VHFJYSNZI7K6DVBTILXKWBM2 \
  | 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: 2eaa72a7126e51f578750cd0bbaac166ad1e43f69368ac4d5e05435f63f698f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6b1220267fae55bf482b0f3f757aee70210b8ce79b83aa78d07aaf4af73aec8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-02T14:33:00Z",
    "title_canon_sha256": "d32b1411974445894fed2f4d1934cd329f1d318d6e9a84814ddeb95372198b17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.01067",
    "kind": "arxiv",
    "version": 1
  }
}