Pith Number

pith:GIAOIYMY

pith:2026:GIAOIYMY2NJ6Z3KV6OQ33SYX5B

not attested not anchored not stored refs pending

Observational Policy Ranking for SMB Financial Guidance from Multi-Action Accounting Logs

Ananya Pramod, Kamalika Das, Kratika Gupta, Padmaja Jonnalagedda, Ruocheng Guo, Shrutendra Harsola, Sricharan Kumar, Vignesh Subrahmaniam, Vikas Raturi, Xiang Gao

arxiv:2608.10050 v1 · 2026-08-10 · 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{GIAOIYMY2NJ6Z3KV6OQ33SYX5B}

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	2026-08-12T00:22:40.102786Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3200e46198d353eced55f3a1bdcb17e86c4d3f054d48d8c439085e99b7d4cce5

Aliases

arxiv: 2608.10050 · arxiv_version: 2608.10050v1 · doi: 10.48550/arxiv.2608.10050 · pith_short_12: GIAOIYMY2NJ6 · pith_short_16: GIAOIYMY2NJ6Z3KV · pith_short_8: GIAOIYMY

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/GIAOIYMY2NJ6Z3KV6OQ33SYX5B \
  | 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: 3200e46198d353eced55f3a1bdcb17e86c4d3f054d48d8c439085e99b7d4cce5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d80495383c4075f0824b1d144d85f4e22f0659d8f5550f260a1ed1b628b60df",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-10T14:46:10Z",
    "title_canon_sha256": "778816498e879c8e3d51a7ac42a933770475b23fef6356542cd2515075716c7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10050",
    "kind": "arxiv",
    "version": 1
  }
}