Pith Number

pith:C2FJGZ56

pith:2025:C2FJGZ56DXPBA57I5YVWAFI7VE

not attested not anchored not stored refs pending

Efficient Graph Understanding with LLMs via Structured Context Injection

Govind Waghmare, Sonia Gupta, Srikanta Bedathur, Sumedh BG

arxiv:2509.00740 v1 · 2025-08-31 · 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{C2FJGZ56DXPBA57I5YVWAFI7VE}

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	2026-07-05T12:02:22.017866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

168a9367be1dde1077e8ee2b60151fa925fd10c5a35fdc8f7a96533f53949255

Aliases

arxiv: 2509.00740 · arxiv_version: 2509.00740v1 · doi: 10.48550/arxiv.2509.00740 · pith_short_12: C2FJGZ56DXPB · pith_short_16: C2FJGZ56DXPBA57I · pith_short_8: C2FJGZ56

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/C2FJGZ56DXPBA57I5YVWAFI7VE \
  | 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: 168a9367be1dde1077e8ee2b60151fa925fd10c5a35fdc8f7a96533f53949255

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f20bef6585736cdcf356d70eaf93f80a1b38522f1d41ec9fb9c51a4c0e2977d2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-31T08:07:56Z",
    "title_canon_sha256": "eb522a946837a44627b2b97cbfb8c835b25ea04002c2a6f6e05f33a3a93e8d2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.00740",
    "kind": "arxiv",
    "version": 1
  }
}