Pith Number

pith:M7DSGNTI

pith:2024:M7DSGNTIE4CXH5XY3EC72OW7AF

not attested not anchored not stored refs pending

Intelligent Spark Agents: A Modular LangGraph Framework for Scalable, Visualized, and Enhanced Big Data Machine Learning Workflows

Jialin Wang, Zhihua Duan

arxiv:2412.01490 v4 · 2024-12-02 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M7DSGNTIE4CXH5XY3EC72OW7AF}

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

Agentic AI framework for End-to-End Medical Data Inference

Receipt and verification

First computed	2026-07-05T09:45:16.999862Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67c7233668270573f6f8d905fd3adf01668af479773376519d9c688f72b72335

Aliases

arxiv: 2412.01490 · arxiv_version: 2412.01490v4 · doi: 10.48550/arxiv.2412.01490 · pith_short_12: M7DSGNTIE4CX · pith_short_16: M7DSGNTIE4CXH5XY · pith_short_8: M7DSGNTI

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/M7DSGNTIE4CXH5XY3EC72OW7AF \
  | 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: 67c7233668270573f6f8d905fd3adf01668af479773376519d9c688f72b72335

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41ba17ee07d8dc9e507247ddbef65d07c324e8c534474afef960b8d7ab9fef2f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-02T13:41:38Z",
    "title_canon_sha256": "3d9943407b0dd73973dc03f5e103b7bc906b9ecbe13a657829142cff5da8bed4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01490",
    "kind": "arxiv",
    "version": 4
  }
}