Pith Number

pith:HOMZU75J

pith:2025:HOMZU75JZOYV7EMV3SIRMFC46Q

not attested not anchored not stored refs pending

Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models

Abhinand Jha, Kathleen M. Carley, Peter Carragher, R Raghav

arxiv:2502.13836 v2 · 2025-02-19 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HOMZU75JZOYV7EMV3SIRMFC46Q}

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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

Agent-based Condition Monitoring Assistance with Multimodal Industrial Database Retrieval Augmented Generation

Receipt and verification

First computed	2026-07-05T11:21:42.573458Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b999a7fa9cbb15f9195dc9116145cf4138a9554cfffc8859bf760772d7d5384

Aliases

arxiv: 2502.13836 · arxiv_version: 2502.13836v2 · doi: 10.48550/arxiv.2502.13836 · pith_short_12: HOMZU75JZOYV · pith_short_16: HOMZU75JZOYV7EMV · pith_short_8: HOMZU75J

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/HOMZU75JZOYV7EMV3SIRMFC46Q \
  | 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: 3b999a7fa9cbb15f9195dc9116145cf4138a9554cfffc8859bf760772d7d5384

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7793b036d074e3dd5a6af515f3e866361ade50cf8a1b3c1690ccf0b3914a6c54",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-19T15:58:09Z",
    "title_canon_sha256": "a2c09eb643a7ee4e9c8dba7f4deed17afe0589e043478c443e850cd7dbb7436a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13836",
    "kind": "arxiv",
    "version": 2
  }
}