Pith Number

pith:CI3JAWSX

pith:2024:CI3JAWSXLO2PRYVC5QAU5JRRNV

not attested not anchored not stored refs pending

Conformal Structured Prediction

Botong Zhang, Osbert Bastani, Shuo Li

arxiv:2410.06296 v2 · 2024-10-08 · 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{CI3JAWSXLO2PRYVC5QAU5JRRNV}

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

1 paper in Pith

Adaptive Stopping for Multi-Turn LLM Reasoning

Receipt and verification

First computed	2026-07-05T10:27:16.942976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1236905a575bb4f8e2a2ec014ea6316d60e213729822b848cb44e2cabf51ad94

Aliases

arxiv: 2410.06296 · arxiv_version: 2410.06296v2 · doi: 10.48550/arxiv.2410.06296 · pith_short_12: CI3JAWSXLO2P · pith_short_16: CI3JAWSXLO2PRYVC · pith_short_8: CI3JAWSX

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/CI3JAWSXLO2PRYVC5QAU5JRRNV \
  | 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: 1236905a575bb4f8e2a2ec014ea6316d60e213729822b848cb44e2cabf51ad94

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e89ae3e2350a24e1008df247a30b473afb1be3827f560291100cf1f3886822d8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-08T18:56:15Z",
    "title_canon_sha256": "354d28c0f9f10436daa4a0dc102d4ad014490286661e6f6c3c58874130005793"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06296",
    "kind": "arxiv",
    "version": 2
  }
}