Pith Number

pith:JRHUFRFC

pith:2023:JRHUFRFC7GQWAKVRO4LUA52SSP

not attested not anchored not stored refs pending

Confidence Calibration for Systems with Cascaded Predictive Modules

Ajay Divakaran, Melinda Gervasio, Xiao Lin, Yi Yao, Yunye Gong

arxiv:2309.12510 v1 · 2023-09-21 · 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{JRHUFRFC7GQWAKVRO4LUA52SSP}

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	2026-07-05T06:53:13.675645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c4f42c4a2f9a1602ab1771740775293ef0a0cd00d32978e7334abf5c200a4ac

Aliases

arxiv: 2309.12510 · arxiv_version: 2309.12510v1 · doi: 10.48550/arxiv.2309.12510 · pith_short_12: JRHUFRFC7GQW · pith_short_16: JRHUFRFC7GQWAKVR · pith_short_8: JRHUFRFC

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/JRHUFRFC7GQWAKVRO4LUA52SSP \
  | 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: 4c4f42c4a2f9a1602ab1771740775293ef0a0cd00d32978e7334abf5c200a4ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5961bd0ee6efc677fd5ceb40a49a349abe3c952ee5a56a69addce72e26ab213",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-21T22:12:24Z",
    "title_canon_sha256": "700de1eadc3e3fe9141d76d0259f2c29fec0a6454523ee76058cdf05d8735c93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.12510",
    "kind": "arxiv",
    "version": 1
  }
}