Pith Number

pith:PRPSJTNR

pith:2024:PRPSJTNRFX47YXUSO67KIK4TI6

not attested not anchored not stored refs pending

Advancing Healthcare Automation: Multi-Agent System for Medical Necessity Justification

Akhil Amod, Himanshu Pandey, Shivang

arxiv:2404.17977 v2 · 2024-04-27 · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PRPSJTNRFX47YXUSO67KIK4TI6}

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 Systems Applied to tasks in Financial Services: Modeling and model risk management crews

Receipt and verification

First computed	2026-07-05T08:41:02.235544Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c5f24cdb12df9fc5e9277bea42b9347baeda40994ce933f3d335c17b85e255c

Aliases

arxiv: 2404.17977 · arxiv_version: 2404.17977v2 · doi: 10.48550/arxiv.2404.17977 · pith_short_12: PRPSJTNRFX47 · pith_short_16: PRPSJTNRFX47YXUS · pith_short_8: PRPSJTNR

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/PRPSJTNRFX47YXUSO67KIK4TI6 \
  | 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: 7c5f24cdb12df9fc5e9277bea42b9347baeda40994ce933f3d335c17b85e255c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "668ddf14b33e6ed0eb268f19ddccd3852623356e07884a997f43bfba9786f3b9",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-04-27T18:40:05Z",
    "title_canon_sha256": "8e8e6ce368292b8b3ff54ed1cdb58af8a80530870f45f97bd6b85c318769f03c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.17977",
    "kind": "arxiv",
    "version": 2
  }
}