Pith Number

pith:UMO44FVR

pith:2023:UMO44FVRACEMNEUGUS6X65IUE5

not attested not anchored not stored refs pending

Financial sentiment analysis using FinBERT with application in predicting stock movement

Qingyun Zeng, Tingsong Jiang

arxiv:2306.02136 v3 · 2023-06-03 · q-fin.ST

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UMO44FVRACEMNEUGUS6X65IUE5}

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

RicciFlowRec: A Geometric Root Cause Recommender Using Ricci Curvature on Financial Graphs

Receipt and verification

First computed	2026-07-05T11:19:17.740929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a31dce16b10088c69286a4bd7f75142751300f8bacfbcecbf40c89a3f19882e0

Aliases

arxiv: 2306.02136 · arxiv_version: 2306.02136v3 · doi: 10.48550/arxiv.2306.02136 · pith_short_12: UMO44FVRACEM · pith_short_16: UMO44FVRACEMNEUG · pith_short_8: UMO44FVR

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/UMO44FVRACEMNEUGUS6X65IUE5 \
  | 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: a31dce16b10088c69286a4bd7f75142751300f8bacfbcecbf40c89a3f19882e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d76fc66e0fa4927084cb088203262c2f5131414f583221102c2d483f06e20798",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2023-06-03T15:32:12Z",
    "title_canon_sha256": "6e982ce9ae425fc4910b1347f189360cea1184351a6e869c65e10926cef31a4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.02136",
    "kind": "arxiv",
    "version": 3
  }
}