Pith. sign in
Pith Number

pith:Y4RIITBC

pith:2025:Y4RIITBCA5SWWYFPX4RUSKROVF
not attested not anchored not stored refs pending

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance

Alejandro Lopez-Lira, Chaewoon Kim, Chanyeol Choi, Jaeseon Ha, Jihoon Kwon, Jin Kim, Juneha Hwang, Minjae Kim, Minsoo Ha, Suyeol Yun, Yongjae Lee

arxiv:2505.19197 v3 · 2025-05-25 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Y4RIITBCA5SWWYFPX4RUSKROVF}

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

Receipt and verification
First computed 2026-07-05T11:27:30.368821Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c722844c2207656b60afbf23492a2ea97bbd542b6c35c40fbd286c7b8aece779

Aliases

arxiv: 2505.19197 · arxiv_version: 2505.19197v3 · doi: 10.48550/arxiv.2505.19197 · pith_short_12: Y4RIITBCA5SW · pith_short_16: Y4RIITBCA5SWWYFP · pith_short_8: Y4RIITBC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Y4RIITBCA5SWWYFPX4RUSKROVF \
  | 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: c722844c2207656b60afbf23492a2ea97bbd542b6c35c40fbd286c7b8aece779
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "505f397d74b2eeda4a3f0e1c1ef89db645b755a4390f3563ea5fb5ba95da95ce",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-25T15:45:46Z",
    "title_canon_sha256": "9bcddcf3cd08038dda075a187fcd77bd986789595f677f130aed40e724d256b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19197",
    "kind": "arxiv",
    "version": 3
  }
}