Pith Number

pith:DFU6VE2Z

pith:2025:DFU6VE2ZLGCVFVCKELOTW47WFL

not attested not anchored not stored refs pending

MASCA: LLM based-Multi Agents System for Credit Assessment

Gautam Jajoo, Pranjal A Chitale, Saksham Agarwal

arxiv:2507.22758 v1 · 2025-07-30 · cs.CL · cs.CE · 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{DFU6VE2ZLGCVFVCKELOTW47WFL}

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	2026-07-05T11:45:48.436878Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1969ea9359598552d44a22dd3b73f62aec4b595a72528fb0e803424f38e15cce

Aliases

arxiv: 2507.22758 · arxiv_version: 2507.22758v1 · doi: 10.48550/arxiv.2507.22758 · pith_short_12: DFU6VE2ZLGCV · pith_short_16: DFU6VE2ZLGCVFVCK · pith_short_8: DFU6VE2Z

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/DFU6VE2ZLGCVFVCKELOTW47WFL \
  | 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: 1969ea9359598552d44a22dd3b73f62aec4b595a72528fb0e803424f38e15cce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "708a0433ec43916eab0de436f09e5ec1d76e25001e8d64cf547eb0d9aa8534fb",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-30T15:19:38Z",
    "title_canon_sha256": "857433ed4dcad4ba638255b59b03634755a982c7d668c9f7296c91ee78bbe399"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22758",
    "kind": "arxiv",
    "version": 1
  }
}