Pith Number

pith:KIV5QELS

pith:2026:KIV5QELSRRSYC4OSU534HYMU5R

not attested not anchored not stored refs pending

Beyond Local Accuracy: A Protocol-Level Identifiability Audit for Controlled LLM Reasoning Evaluation

Data Science, Economics), Junhao Luo, Ning Huang, Southwestern University of Finance, Wei Deng (School of Statistics, Wenxuan Tang, Ziqi Sha

arxiv:2608.13326 v1 · 2026-08-13 · 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{KIV5QELSRRSYC4OSU534HYMU5R}

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	2026-08-14T01:04:13.306528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

522bd811728c658171d2a777c3e194ec7e25da6c2ba29227acf8e34c75e6d91a

Aliases

arxiv: 2608.13326 · arxiv_version: 2608.13326v1 · doi: 10.48550/arxiv.2608.13326 · pith_short_12: KIV5QELSRRSY · pith_short_16: KIV5QELSRRSYC4OS · pith_short_8: KIV5QELS

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/KIV5QELSRRSYC4OSU534HYMU5R \
  | 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: 522bd811728c658171d2a777c3e194ec7e25da6c2ba29227acf8e34c75e6d91a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c896d4c19d9d27f8911b233206e995b6b216dc576e534d89947b7ff9a7405811",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-13T14:49:47Z",
    "title_canon_sha256": "83b5c1db8e1ac74990b63b6c2bd04f1918c217646a55f3765d69ef165733a550"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.13326",
    "kind": "arxiv",
    "version": 1
  }
}