Pith Number

pith:PRBVRTWV

pith:2025:PRBVRTWVIQF36F57RURFW2OFBS

not attested not anchored not stored refs pending

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models

Jian Wu, Songtao Jiang, Yang Feng, Yangyang Wu, Yan Zhang, Yeying Jin, Zhihang Tang, Zuozhu Liu

arxiv:2506.00805 v1 · 2025-06-01 · cs.CV · cs.CL

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\usepackage{pith}
\pithnumber{PRBVRTWVIQF36F57RURFW2OFBS}

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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

Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning

Receipt and verification

First computed	2026-07-05T11:13:40.740065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c4358ced5440bbf17bf8d225b69c50ca8ea3bd17157ad44ccbf8628e1fe1ae3

Aliases

arxiv: 2506.00805 · arxiv_version: 2506.00805v1 · doi: 10.48550/arxiv.2506.00805 · pith_short_12: PRBVRTWVIQF3 · pith_short_16: PRBVRTWVIQF36F57 · pith_short_8: PRBVRTWV

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/PRBVRTWVIQF36F57RURFW2OFBS \
  | 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: 7c4358ced5440bbf17bf8d225b69c50ca8ea3bd17157ad44ccbf8628e1fe1ae3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d10176c472dbb9ceb1e0181d44841e09cd2cea99f120d4e412df1c6f21616050",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-01T03:11:00Z",
    "title_canon_sha256": "e9f2aed8a35db16218a1e2895be7370264d0b17cc0bcb0e9bce027da3daeda09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00805",
    "kind": "arxiv",
    "version": 1
  }
}