Pith Number

pith:GFOLHYD2

pith:2026:GFOLHYD2VSD72H2WU5BLWRL47K

not attested not anchored not stored refs pending

Automating Cause-Effect Specification with Knowledge Graphs and Large Language Models

Javal Vyas, Mehmet Mercang\"oz, Milapji Singh Gill

arxiv:2606.31614 v1 · 2026-06-30 · eess.SY · cs.AI · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GFOLHYD2VSD72H2WU5BLWRL47K}

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	2026-07-01T01:18:09.253188Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

315cb3e07aac87fd1f56a742bb457cfa9fd0cccaf1a42a8862f75f9a4b415bb4

Aliases

arxiv: 2606.31614 · arxiv_version: 2606.31614v1 · doi: 10.48550/arxiv.2606.31614 · pith_short_12: GFOLHYD2VSD7 · pith_short_16: GFOLHYD2VSD72H2W · pith_short_8: GFOLHYD2

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/GFOLHYD2VSD72H2WU5BLWRL47K \
  | 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: 315cb3e07aac87fd1f56a742bb457cfa9fd0cccaf1a42a8862f75f9a4b415bb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40d9fe3fc97de813b3bcb09e958be4ddaef20c49644940c56b85577f775af19e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2026-06-30T13:03:46Z",
    "title_canon_sha256": "d6ae622af577c3a13617bbafe04fc4ca7eb8d5804c61a4a802e00ba52e2417a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.31614",
    "kind": "arxiv",
    "version": 1
  }
}