Pith Number

pith:IJGGTCBP

pith:2026:IJGGTCBPDEJ6WCVMZPUYLHTSQ5

not attested not anchored not stored refs pending

Think Before You Grid-Search: Floor-First Triage for LLM Serving

Yihua Liu

arxiv:2607.05876 v1 · 2026-07-07 · cs.PF · cs.AI · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IJGGTCBPDEJ6WCVMZPUYLHTSQ5}

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	2026-07-08T01:18:49.003242Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

424c69882f1913eb0aaccbe9859e7287764e04e17f84552d3271bcc0ed29d1bb

Aliases

arxiv: 2607.05876 · arxiv_version: 2607.05876v1 · doi: 10.48550/arxiv.2607.05876 · pith_short_12: IJGGTCBPDEJ6 · pith_short_16: IJGGTCBPDEJ6WCVM · pith_short_8: IJGGTCBP

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/IJGGTCBPDEJ6WCVMZPUYLHTSQ5 \
  | 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: 424c69882f1913eb0aaccbe9859e7287764e04e17f84552d3271bcc0ed29d1bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0973f0b270926aeac8e2124a71bd94b03b01725849d7a5724a2e7350b90834d6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.PF",
    "submitted_at": "2026-07-07T06:11:54Z",
    "title_canon_sha256": "12401ab665f63eea602b75086af0321777c2c1ef2b70d9070f880b24309474a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05876",
    "kind": "arxiv",
    "version": 1
  }
}