Pith Number

pith:LQQHYSMK

pith:2026:LQQHYSMKEQWCDOO66TA34ONMZD

not attested not anchored not stored refs pending

Resample or Reroute? Budget-Aware Test-Time Model Selection for Large Language Models

Teng-Ruei Chen

arxiv:2607.08665 v1 · 2026-07-09 · 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{LQQHYSMKEQWCDOO66TA34ONMZD}

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	2026-07-10T01:19:56.966086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c207c498a242c21b9def4c1be39acc8d4a47d3836b4ebb3a765cf9142c20035

Aliases

arxiv: 2607.08665 · arxiv_version: 2607.08665v1 · doi: 10.48550/arxiv.2607.08665 · pith_short_12: LQQHYSMKEQWC · pith_short_16: LQQHYSMKEQWCDOO6 · pith_short_8: LQQHYSMK

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/LQQHYSMKEQWCDOO66TA34ONMZD \
  | 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: 5c207c498a242c21b9def4c1be39acc8d4a47d3836b4ebb3a765cf9142c20035

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1542cd36d528baffd324df52e82710b1dca88ea491718887fe488545c98cb4ad",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-09T16:34:15Z",
    "title_canon_sha256": "a08040945f43b7928a796bf4ab8374918e9fa334b8c98c49c987b241a3c03816"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08665",
    "kind": "arxiv",
    "version": 1
  }
}