Pith Number

pith:W5VR4VBI

pith:2023:W5VR4VBI2HR34EPHIZJIOB7HN5

not attested not anchored not stored refs pending

Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models

Jimeng Sun, Shubhendu Trivedi, Zhen Lin

arxiv:2305.19187 v3 · 2023-05-30 · cs.CL · 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{W5VR4VBI2HR34EPHIZJIOB7HN5}

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

30 papers in Pith

Estimating Uncertainty from Reasoning: A Large-Scale Study of Multi- and Crosslingual MCQA Performance in LLMs

Quantifying Consistency in LLM Logical Reasoning via Structural Uncertainty

Confidence Laundering in Agent Systems: Why Uncertainty Needs a Latent Carrier

Learning to Solve, Forgetting to Retain: Correct-Set Turnover in RLVR

The Role of Ambiguity in Error Prediction via Uncertainty Quantification

Receipt and verification

First computed	2026-07-05T08:20:22.926022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b76b1e5428d1e3be11e746528707e76f5b934e501991735be20089de8d50a07b

Aliases

arxiv: 2305.19187 · arxiv_version: 2305.19187v3 · doi: 10.48550/arxiv.2305.19187 · pith_short_12: W5VR4VBI2HR3 · pith_short_16: W5VR4VBI2HR34EPH · pith_short_8: W5VR4VBI

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/W5VR4VBI2HR34EPHIZJIOB7HN5 \
  | 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: b76b1e5428d1e3be11e746528707e76f5b934e501991735be20089de8d50a07b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82511187ef0c0435d076f5ccbbbe4ec55efe74dc8fdc6f9cc357432e0a197175",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-30T16:31:26Z",
    "title_canon_sha256": "f98286f4f2c63ea75a183bd92178a1ced7591baf888752360fa0d8d40548fa52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19187",
    "kind": "arxiv",
    "version": 3
  }
}