Pith Number

pith:7GQ6VQ6H

pith:2025:7GQ6VQ6H4B4B3NKB4CV7XWIWKV

not attested not anchored not stored refs pending

Audit, Alignment, and Optimization of LM-Powered Subroutines with Application to Public Comment Processing

Anastasia Bernat, Dan Nally, Mike Parker, Reilly Raab, Sadie Montgomery, Sai Munikoti, Sameera Horawalavithana

arxiv:2507.08109 v1 · 2025-07-10 · 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{7GQ6VQ6H4B4B3NKB4CV7XWIWKV}

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	2026-07-05T11:35:17.552144Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9a1eac3c7e0781db541e0abfbd916555641430c4fa2bdb19e98509b3c9b37c9

Aliases

arxiv: 2507.08109 · arxiv_version: 2507.08109v1 · doi: 10.48550/arxiv.2507.08109 · pith_short_12: 7GQ6VQ6H4B4B · pith_short_16: 7GQ6VQ6H4B4B3NKB · pith_short_8: 7GQ6VQ6H

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/7GQ6VQ6H4B4B3NKB4CV7XWIWKV \
  | 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: f9a1eac3c7e0781db541e0abfbd916555641430c4fa2bdb19e98509b3c9b37c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "211fdd875bd699f53f9653e9f5fa0e2e020457992ebe9b01dfe417fed061f447",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-10T18:52:09Z",
    "title_canon_sha256": "6a65ac2dcb55205aac9c8331d83a96b98cdfbb4ed2f3c86ab52b28accd81258a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08109",
    "kind": "arxiv",
    "version": 1
  }
}