Pith Number

pith:GD226NUL

pith:2024:GD226NULWLTG4OUKEYIO3M4OGM

not attested not anchored not stored refs pending

Linguistic Calibration of Long-Form Generations

Neil Band, Tatsunori Hashimoto, Tengyu Ma, Xuechen Li

arxiv:2404.00474 v2 · 2024-03-30 · cs.LG · cs.AI · cs.CL · 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{GD226NULWLTG4OUKEYIO3M4OGM}

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

6 papers in Pith

Verifiable Rewards for Calibrated Probabilistic Forecasting

Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs

VLAConf: Calibrated Task-Success Confidence for Vision-Language-Action Models

Can LLMs Use Linguistic Uncertainty Markers to Reliably Reflect Intrinsic Confidence?

Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs

Receipt and verification

First computed	2026-07-05T08:27:25.658040Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30f5af368bb2e66e3a8a2610edb38e3337f935ae937b8d22993f45610ae8eb7a

Aliases

arxiv: 2404.00474 · arxiv_version: 2404.00474v2 · doi: 10.48550/arxiv.2404.00474 · pith_short_12: GD226NULWLTG · pith_short_16: GD226NULWLTG4OUK · pith_short_8: GD226NUL

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/GD226NULWLTG4OUKEYIO3M4OGM \
  | 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: 30f5af368bb2e66e3a8a2610edb38e3337f935ae937b8d22993f45610ae8eb7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d48b842560e07f026967a9dfcdd40956bca80ab43d9c1def4d778a90016ff794",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-30T20:47:55Z",
    "title_canon_sha256": "ac8e4a34eca49d0d1aa592730d55d16483a8aacc52b3d05f258c763fcd03f27d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.00474",
    "kind": "arxiv",
    "version": 2
  }
}