Pith Number

pith:W6XZJC3Z

pith:2025:W6XZJC3ZOLSFLNLQUYE36MMLIW

not attested not anchored not stored refs pending

Knowledge Grafting: A Mechanism for Optimizing AI Model Deployment in Resource-Constrained Environments

Ashish Kaushal, Asmail Muftah, Nitin Auluck, Omer Rana, Osama Almurshed

arxiv:2507.19261 v1 · 2025-07-25 · cs.AI · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W6XZJC3ZOLSFLNLQUYE36MMLIW}

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	2026-07-05T11:43:22.497695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7af948b7972e455b570a609bf318b4598823862d1a01d8ff2da4552e45379eb

Aliases

arxiv: 2507.19261 · arxiv_version: 2507.19261v1 · doi: 10.48550/arxiv.2507.19261 · pith_short_12: W6XZJC3ZOLSF · pith_short_16: W6XZJC3ZOLSFLNLQ · pith_short_8: W6XZJC3Z

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/W6XZJC3ZOLSFLNLQUYE36MMLIW \
  | 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: b7af948b7972e455b570a609bf318b4598823862d1a01d8ff2da4552e45379eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11c81a1de9aa30bdc28bbc208ea30266ee8064c5537224a0b503adadf0b7ab7d",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-25T13:37:45Z",
    "title_canon_sha256": "bb0b3ebe0fee7ada040649f278aaa380c12b0079cbebf5d636216afec28d609c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19261",
    "kind": "arxiv",
    "version": 1
  }
}