Pith Number

pith:UOG3K2OU

pith:2025:UOG3K2OU6BYRMKUA6ZI5IZJXKT

not attested not anchored not stored refs pending

CoVeR: Conformal Calibration for Versatile and Reliable Autoregressive Next-Token Prediction

Dacheng Tao, Shunyu Liu, Yingjie Wang, Yongcheng Jing, Yuzhu Chen

arxiv:2509.04733 v1 · 2025-09-05 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UOG3K2OU6BYRMKUA6ZI5IZJXKT}

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	2026-07-05T12:05:28.620605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a38db569d4f071162a80f651d4653754f0bb4a186230e7582b881e5a87be319d

Aliases

arxiv: 2509.04733 · arxiv_version: 2509.04733v1 · doi: 10.48550/arxiv.2509.04733 · pith_short_12: UOG3K2OU6BYR · pith_short_16: UOG3K2OU6BYRMKUA · pith_short_8: UOG3K2OU

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/UOG3K2OU6BYRMKUA6ZI5IZJXKT \
  | 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: a38db569d4f071162a80f651d4653754f0bb4a186230e7582b881e5a87be319d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9857f95dd052045170476ae4c8e54660ef4e612f7191e9e314407d31c630e64",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-05T01:07:12Z",
    "title_canon_sha256": "d191c6970af52dfeb821c3ae1d4f025a002dd304e5e24a60a34c67668dd38a9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04733",
    "kind": "arxiv",
    "version": 1
  }
}