Pith Number

pith:2A3DMJ7W

pith:2023:2A3DMJ7WYH3FLJFKGMWOAAB7KP

not attested not anchored not stored refs pending

On the Calibration of Multilingual Question Answering LLMs

Dan Roth, Insup Lee, Soham Dan, Yahan Yang

arxiv:2311.08669 v2 · 2023-11-15 · cs.CL · 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{2A3DMJ7WYH3FLJFKGMWOAAB7KP}

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

2 papers in Pith

Shared Doubt: Zero-Shot Cross-Lingual Confidence Estimation for Language Models

Towards Trustworthy Report Generation: A Deep Research Agent with Progressive Confidence Estimation and Calibration

Receipt and verification

First computed	2026-07-05T08:07:59.501485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0363627f6c1f655a4aa332ce0003f53f7095138f676adb71426373af5d8fbdd

Aliases

arxiv: 2311.08669 · arxiv_version: 2311.08669v2 · doi: 10.48550/arxiv.2311.08669 · pith_short_12: 2A3DMJ7WYH3F · pith_short_16: 2A3DMJ7WYH3FLJFK · pith_short_8: 2A3DMJ7W

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/2A3DMJ7WYH3FLJFKGMWOAAB7KP \
  | 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: d0363627f6c1f655a4aa332ce0003f53f7095138f676adb71426373af5d8fbdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64948134d574134847fce19f5dc47cdb52fe30430a914ed805d7fa18f4e602f5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-15T03:29:02Z",
    "title_canon_sha256": "f99df53a3f11b9217734076a8966a0e59531194d5abd0ead601fe6e48d709232"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.08669",
    "kind": "arxiv",
    "version": 2
  }
}