Pith Number

pith:CV6WMJVM

pith:2025:CV6WMJVMA7ONVKG2BSHQB46QJ2

not attested not anchored not stored refs pending

Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution's Characteristics

Jackie Chi Kit Cheung, Lorenzo Jaime Yu Flores, Ori Ernst

arxiv:2506.00637 v2 · 2025-05-31 · cs.CL · 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{CV6WMJVMA7ONVKG2BSHQB46QJ2}

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	2026-07-05T11:20:54.672307Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

157d6626ac07dcdaa8da0c8f00f3d04ea2385e7320766765aa4476a02c950fd8

Aliases

arxiv: 2506.00637 · arxiv_version: 2506.00637v2 · doi: 10.48550/arxiv.2506.00637 · pith_short_12: CV6WMJVMA7ON · pith_short_16: CV6WMJVMA7ONVKG2 · pith_short_8: CV6WMJVM

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/CV6WMJVMA7ONVKG2BSHQB46QJ2 \
  | 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: 157d6626ac07dcdaa8da0c8f00f3d04ea2385e7320766765aa4476a02c950fd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1945e3da00d35203460c9b8ce6a2a1c78b75ef9c293965af9de8f91ac4bc133b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-31T17:01:45Z",
    "title_canon_sha256": "69262247865d3f189fe8ece01ee502cef3ae9a89d07fc1c488b35dfd853c6e71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00637",
    "kind": "arxiv",
    "version": 2
  }
}