Pith Number

pith:LI6FPVIX

pith:2026:LI6FPVIXPPECWTMCNGIK4PHW74

not attested not anchored not stored refs pending

Gauge dependence and structured-output corruption in sign-branched repetition penalties: measurements across models, inference stacks, and alternative repetition controls

Peter Hollows

arxiv:2607.09791 v1 · 2026-07-09 · cs.LG · 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{LI6FPVIXPPECWTMCNGIK4PHW74}

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	2026-07-14T00:18:35.987767Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a3c57d5177bc82b4d826990ae3cf6ff3054dac305d1e425ef7b60e0e072e87c

Aliases

arxiv: 2607.09791 · arxiv_version: 2607.09791v1 · doi: 10.48550/arxiv.2607.09791 · pith_short_12: LI6FPVIXPPEC · pith_short_16: LI6FPVIXPPECWTMC · pith_short_8: LI6FPVIX

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/LI6FPVIXPPECWTMCNGIK4PHW74 \
  | 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: 5a3c57d5177bc82b4d826990ae3cf6ff3054dac305d1e425ef7b60e0e072e87c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46f713d4ad01439aa8d17152c970ba7c821b7c26b1e7b6611ae83b32479e829f",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-09T05:11:22Z",
    "title_canon_sha256": "f5b6413d67cfffe8f17ddd29669d8798e747d5dcc439a750c9e8287c145591fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.09791",
    "kind": "arxiv",
    "version": 1
  }
}