Pith. sign in
Pith Number

pith:YKM7XPTB

pith:2024:YKM7XPTBU3LHUNFJ2WVQSBKCNR
not attested not anchored not stored refs pending

Can ChatGPT Compute Trustworthy Sentiment Scores from Bloomberg Market Wraps?

Baptiste Lefort, Beatrice Guez, Damien Challet, David Saltiel, Eric Benhamou, Jean-Jacques Ohana

arxiv:2401.05447 v1 · 2024-01-09 · q-fin.ST · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YKM7XPTBU3LHUNFJ2WVQSBKCNR}

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 2026-07-05T07:32:30.326591Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c299fbbe61a6d67a34a9d5ab0905426c5b047db56826ca0f0b00a389ef2e5c18

Aliases

arxiv: 2401.05447 · arxiv_version: 2401.05447v1 · doi: 10.48550/arxiv.2401.05447 · pith_short_12: YKM7XPTBU3LH · pith_short_16: YKM7XPTBU3LHUNFJ · pith_short_8: YKM7XPTB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YKM7XPTBU3LHUNFJ2WVQSBKCNR \
  | 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: c299fbbe61a6d67a34a9d5ab0905426c5b047db56826ca0f0b00a389ef2e5c18
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "88e23c001f61ad81e78063fa3bd18d28a4cdc9094e3d52696691d77c9c7a6322",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2024-01-09T10:34:19Z",
    "title_canon_sha256": "efdac5745dc97aa02c6e5feab84bd6e396b9f553a27b5986b005f08ea4bb25d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.05447",
    "kind": "arxiv",
    "version": 1
  }
}