Pith Number

pith:AS4DAEZV

pith:2024:AS4DAEZVABMYELIARUAMGNPXFY

not attested not anchored not stored refs pending

Uncertainty in Language Models: Assessment through Rank-Calibration

Edgar Dobriban, Hamed Hassani, Insup Lee, Matteo Sesia, Mengxin Yu, Osbert Bastani, Shuo Li, Xinmeng Huang

arxiv:2404.03163 v2 · 2024-04-04 · cs.CL · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AS4DAEZVABMYELIARUAMGNPXFY}

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

When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of LLMs

Receipt and verification

First computed	2026-07-05T09:06:58.788742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04b83013350059822d008d00c335f72e23d76cc198fa19b992b58655f31f8d11

Aliases

arxiv: 2404.03163 · arxiv_version: 2404.03163v2 · doi: 10.48550/arxiv.2404.03163 · pith_short_12: AS4DAEZVABMY · pith_short_16: AS4DAEZVABMYELIA · pith_short_8: AS4DAEZV

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/AS4DAEZVABMYELIARUAMGNPXFY \
  | 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: 04b83013350059822d008d00c335f72e23d76cc198fa19b992b58655f31f8d11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9bcb62937505ea022432466a5d0713ed29b92891e63e307b1f105a7d34e49254",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-04T02:31:05Z",
    "title_canon_sha256": "f3bbf5a8242add9bad15359c33ee7ab1886bc588cc733fdf1e96a70d119d0084"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.03163",
    "kind": "arxiv",
    "version": 2
  }
}