Pith Number

pith:425JCZKU

pith:2025:425JCZKUEOI4TW4XOXSGJ63TZX

not attested not anchored not stored refs pending

MEMETRON: Metaheuristic Mechanisms for Test-time Response Optimization of Large Language Models

Son The Nguyen, Theja Tulabandhula

arxiv:2506.08643 v1 · 2025-06-10 · 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{425JCZKUEOI4TW4XOXSGJ63TZX}

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	2026-07-05T11:19:11.036399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6ba9165542391c9db9775e464fb73cdff0a466f3f2695a4dcf48fe39af6eb31

Aliases

arxiv: 2506.08643 · arxiv_version: 2506.08643v1 · doi: 10.48550/arxiv.2506.08643 · pith_short_12: 425JCZKUEOI4 · pith_short_16: 425JCZKUEOI4TW4X · pith_short_8: 425JCZKU

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/425JCZKUEOI4TW4XOXSGJ63TZX \
  | 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: e6ba9165542391c9db9775e464fb73cdff0a466f3f2695a4dcf48fe39af6eb31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "615d15f55a8c1ffcb72c30505e7f5f994ce823aa318d5f7ce40808d80c1c6834",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-10T09:55:53Z",
    "title_canon_sha256": "6c5fee9648d252f3550dabe4d1f7d333ab8d520e70ba3fd433005ee6cc046b30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08643",
    "kind": "arxiv",
    "version": 1
  }
}