Pith Number

pith:AFLF4PGQ

pith:2025:AFLF4PGQA4Y5ORVNDFYT3ACCE6

not attested not anchored not stored refs pending

FinSphere, a Real-Time Stock Analysis Agent Powered by Instruction-Tuned LLMs and Domain Tools

Hongguang Li, Jingshu Zhang, Kaiyuan Yan, Shijie Han, Yiqing Shen

arxiv:2501.12399 v2 · 2025-01-08 · cs.AI · cs.CL · cs.IR · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AFLF4PGQA4Y5ORVNDFYT3ACCE6}

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

2 papers in Pith

CSTrader: A Testbed for Language-Grounded Trading in a Community-Driven Virtual Asset Market

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Receipt and verification

First computed	2026-07-05T11:34:03.806559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01565e3cd00731d746ad19713d804227985717e88906d924b54345bc093bee1e

Aliases

arxiv: 2501.12399 · arxiv_version: 2501.12399v2 · doi: 10.48550/arxiv.2501.12399 · pith_short_12: AFLF4PGQA4Y5 · pith_short_16: AFLF4PGQA4Y5ORVN · pith_short_8: AFLF4PGQ

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/AFLF4PGQA4Y5ORVNDFYT3ACCE6 \
  | 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: 01565e3cd00731d746ad19713d804227985717e88906d924b54345bc093bee1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe22143e509610c4d756f36409557ebb0a0e5a429db0d65486cb930c88a72ccc",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.IR",
      "q-fin.CP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-08T07:50:50Z",
    "title_canon_sha256": "8564444c771263b887e97411a3f950e08589e9428fce3c1ef06a2a2a5e0660f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.12399",
    "kind": "arxiv",
    "version": 2
  }
}