Pith Number

pith:RR7YU5AC

pith:2022:RR7YU5ACO6KKTFQ2T5XPPECT7T

not attested not anchored not stored refs pending

Can Calibration Improve Sample Prioritization?

Ganesh Tata, Gautham Krishna Gudur, Gopinath Chennupati, Mohammad Emtiyaz Khan

arxiv:2210.06592 v2 · 2022-10-12 · 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{RR7YU5ACO6KKTFQ2T5XPPECT7T}

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	2026-07-05T05:16:36.748463Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c7f8a74027794a9961a9f6ef79053fcf1dd3fce16693aa0f350bd28a2cb1b56

Aliases

arxiv: 2210.06592 · arxiv_version: 2210.06592v2 · doi: 10.48550/arxiv.2210.06592 · pith_short_12: RR7YU5ACO6KK · pith_short_16: RR7YU5ACO6KKTFQ2 · pith_short_8: RR7YU5AC

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/RR7YU5ACO6KKTFQ2T5XPPECT7T \
  | 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: 8c7f8a74027794a9961a9f6ef79053fcf1dd3fce16693aa0f350bd28a2cb1b56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d08f1b3f84f85e03de683616f477df2b083047bbe9a7659b9232e3f1ac2e7d22",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-12T21:11:08Z",
    "title_canon_sha256": "edb3da47dbb37ba95978b313dc9e7a6037f375f4cc1952c36908c3ed610a7e86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.06592",
    "kind": "arxiv",
    "version": 2
  }
}