Pith Number

pith:OAD376A3

pith:2023:OAD376A34XDLVHUQMAU27RULJM

not attested not anchored not stored refs pending

GMValuator: Similarity-based Data Valuation for Generative Models

Benlin Liu, James Zou, Jiaxi Yang, Wenglong Deng, Xiaoxiao Li, Yangsibo Huang

arxiv:2304.10701 v9 · 2023-04-21 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{OAD376A34XDLVHUQMAU27RULJM}

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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

Capturing the Temporal Dependence of Training Data Influence

Receipt and verification

First computed	2026-07-05T10:48:11.965994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7007bff81be5c6ba9e906029afc68b4b2abdc588e0245c99cce30b2893e25a0c

Aliases

arxiv: 2304.10701 · arxiv_version: 2304.10701v9 · doi: 10.48550/arxiv.2304.10701 · pith_short_12: OAD376A34XDL · pith_short_16: OAD376A34XDLVHUQ · pith_short_8: OAD376A3

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/OAD376A34XDLVHUQMAU27RULJM \
  | 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: 7007bff81be5c6ba9e906029afc68b4b2abdc588e0245c99cce30b2893e25a0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6734ffc4179b8052cd21fd7103d7381dba5ce6ea50f31284d927f526693845fb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-04-21T02:02:02Z",
    "title_canon_sha256": "007afbd6c7febc075c90361f3f2ce9190400673c8bcdef7344440bc9ab25b917"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.10701",
    "kind": "arxiv",
    "version": 9
  }
}