Pith Number

pith:7VVD7GCL

pith:2023:7VVD7GCL532KLG6R6ISF3LLGMM

not attested not anchored not stored refs pending

Leveraging Vision-Language Models for Granular Market Change Prediction

Christopher Wimmer, Navid Rekabsaz

arxiv:2301.10166 v1 · 2023-01-17 · q-fin.ST · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{7VVD7GCL532KLG6R6ISF3LLGMM}

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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

Aligning Modalities in Vision Large Language Models via Preference Fine-tuning

Receipt and verification

First computed	2026-07-05T05:35:38.706494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd6a3f984beef4a59bd1f2245dad6663214a17b2c12560027a76ca0fee62f122

Aliases

arxiv: 2301.10166 · arxiv_version: 2301.10166v1 · doi: 10.48550/arxiv.2301.10166 · pith_short_12: 7VVD7GCL532K · pith_short_16: 7VVD7GCL532KLG6R · pith_short_8: 7VVD7GCL

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/7VVD7GCL532KLG6R6ISF3LLGMM \
  | 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: fd6a3f984beef4a59bd1f2245dad6663214a17b2c12560027a76ca0fee62f122

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c3cb34c66442af92a3827063700a2bcb234f852c367e23690af9bcfa6bef815",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.ST",
    "submitted_at": "2023-01-17T19:37:19Z",
    "title_canon_sha256": "1ac5163623f9a7d8036486f4335359df16184a38b1100172c615175ad6159365"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.10166",
    "kind": "arxiv",
    "version": 1
  }
}