Pith Number

pith:5RMACBHE

pith:2026:5RMACBHEPWIMFJOCPW77F2VV7R

not attested not anchored not stored refs pending

LODESTAR: Trustworthy Entropy Is Navigated, Not Merely Measured -- Reinforced Polarizer Keeps a Frozen LLM from Being Confidently Misled by the Wrong Evidence

Che-Cheng Wu, Chuan-Ju Wang, Hung-Chun Hsu, Li-Yang Chang, Po-Jen Ko

arxiv:2608.11922 v1 · 2026-08-12 · cs.CL · cs.IR · 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{5RMACBHEPWIMFJOCPW77F2VV7R}

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	2026-08-13T01:28:55.847068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec580104e47d90c2a5c27dbff2eab5fc450cf0c84cd1c6fded00b252d1516e32

Aliases

arxiv: 2608.11922 · arxiv_version: 2608.11922v1 · doi: 10.48550/arxiv.2608.11922 · pith_short_12: 5RMACBHEPWIM · pith_short_16: 5RMACBHEPWIMFJOC · pith_short_8: 5RMACBHE

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/5RMACBHEPWIMFJOCPW77F2VV7R \
  | 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: ec580104e47d90c2a5c27dbff2eab5fc450cf0c84cd1c6fded00b252d1516e32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "024edf3bf16fcf2279c6c601aab44354ac076a14bedc59f8b8524025278edea3",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-12T11:06:45Z",
    "title_canon_sha256": "b29c75e467ba5c4b2b07b103f9e882e72cdff881188721b608b61386a361265e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.11922",
    "kind": "arxiv",
    "version": 1
  }
}