Pith Number

pith:7IW5O622

pith:2025:7IW5O6225PRJHL6YY2QTLWGNZO

not attested not anchored not stored refs pending

Local Prompt Optimization

Vishal Chowdhary, Yash Jain

arxiv:2504.20355 v1 · 2025-04-29 · cs.CL · cs.AI · 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{7IW5O6225PRJHL6YY2QTLWGNZO}

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.

Cited by

1 paper in Pith

Supplement Generation Training for Enhancing Agentic Task Performance

Receipt and verification

First computed	2026-07-05T10:55:41.267986Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa2dd77b5aebe293afd8c6a135d8cdcb9e1dc50d3c8129812762cf899cc9088e

Aliases

arxiv: 2504.20355 · arxiv_version: 2504.20355v1 · doi: 10.48550/arxiv.2504.20355 · pith_short_12: 7IW5O6225PRJ · pith_short_16: 7IW5O6225PRJHL6Y · pith_short_8: 7IW5O622

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/7IW5O6225PRJHL6YY2QTLWGNZO \
  | 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: fa2dd77b5aebe293afd8c6a135d8cdcb9e1dc50d3c8129812762cf899cc9088e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51f5fc05873d060955413f7c761e416d3f2f2c40a9ab783dcdabcf1327764f4f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-29T01:45:47Z",
    "title_canon_sha256": "2047787ee512d943ed62d13fa74e8d6ee3d704f82ce740146cfefd8e644124e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.20355",
    "kind": "arxiv",
    "version": 1
  }
}