Pith Number

pith:J62JIJGY

pith:2023:J62JIJGYGDYMA7SRIYVHH4JROQ

not attested not anchored not stored refs pending

Multimodal Gen-AI for Fundamental Investment Research

Hai Wang, Lezhi Li, Ting-Yu Chang

arxiv:2401.06164 v1 · 2023-12-24 · q-fin.GN · 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{J62JIJGYGDYMA7SRIYVHH4JROQ}

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

InvestAlign: Overcoming Data Scarcity in Aligning Large Language Models with Investor Decision-Making Processes under Herd Behavior

Receipt and verification

First computed	2026-07-05T07:32:46.489996Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4fb49424d830f0c07e51462a73f1317416a0c7d30a6bf2f1a1de31eac940aa66

Aliases

arxiv: 2401.06164 · arxiv_version: 2401.06164v1 · doi: 10.48550/arxiv.2401.06164 · pith_short_12: J62JIJGYGDYM · pith_short_16: J62JIJGYGDYMA7SR · pith_short_8: J62JIJGY

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/J62JIJGYGDYMA7SRIYVHH4JROQ \
  | 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: 4fb49424d830f0c07e51462a73f1317416a0c7d30a6bf2f1a1de31eac940aa66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "612193b66fa0ddd03f07c05fa40de4a19dcf444d15281e283f3c06e5528e1726",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.GN",
    "submitted_at": "2023-12-24T03:35:13Z",
    "title_canon_sha256": "91ff0f439fabf220264bc953012cd09a815f1ae03cbfa40cdb2e071f98786c63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06164",
    "kind": "arxiv",
    "version": 1
  }
}