Pith Number

pith:GAPDGOPR

pith:2024:GAPDGOPRXPIVL4344XQPSIJFKW

not attested not anchored not stored refs pending

Do LLMs estimate uncertainty well in instruction-following?

Christina Heinze-Deml, Jaya Narain, Juyeon Heo, Miao Xiong

arxiv:2410.14582 v4 · 2024-10-18 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GAPDGOPRXPIVL4344XQPSIJFKW}

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

4 papers in Pith

LLM Doesn't Know What It Doesn't Know: Detecting Epistemic Blind Spots via Cross-Model Attribution Divergence on Clinical Tabular Data

Online In-Context Distillation for Low-Resource Vision Language Models

Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable Rewards

CLSGen: A Dual-Head Fine-Tuning Framework for Joint Probabilistic Classification and Verbalized Explanation

Receipt and verification

First computed	2026-07-05T10:40:59.097128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

301e3339f1bbd155f37ce5e0f921255595f57ca8858f07b6411111d236345bd4

Aliases

arxiv: 2410.14582 · arxiv_version: 2410.14582v4 · doi: 10.48550/arxiv.2410.14582 · pith_short_12: GAPDGOPRXPIV · pith_short_16: GAPDGOPRXPIVL434 · pith_short_8: GAPDGOPR

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/GAPDGOPRXPIVL4344XQPSIJFKW \
  | 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: 301e3339f1bbd155f37ce5e0f921255595f57ca8858f07b6411111d236345bd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e208331cb92534fdacef6667f644265852097b96fd02618ffc36cf7813bbb880",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-18T16:32:10Z",
    "title_canon_sha256": "d2882bef67be65dd9026d61ec1734966ef5d78679c68a92ab0828ec3972cf066"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14582",
    "kind": "arxiv",
    "version": 4
  }
}