Pith Number

pith:TKXRKTDG

pith:2025:TKXRKTDGZR47ZXPHD3W6LQS6BA

not attested not anchored not stored refs pending

Synthetic Text Generation for Training Large Language Models via Gradient Matching

Baharan Mirzasoleiman, Dang Nguyen, Meisam Razaviyayn, MohammadHossein Bateni, Vahab Mirrokni, Zeman Li

arxiv:2502.17607 v2 · 2025-02-24 · cs.LG · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TKXRKTDGZR47ZXPHD3W6LQS6BA}

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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

Omnimodal Dataset Distillation via High-order Proxy Alignment

Receipt and verification

First computed	2026-07-05T11:17:41.927634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9aaf154c66cc79fcdde71eede5c25e0816bc694990babb0b40ab124c16448834

Aliases

arxiv: 2502.17607 · arxiv_version: 2502.17607v2 · doi: 10.48550/arxiv.2502.17607 · pith_short_12: TKXRKTDGZR47 · pith_short_16: TKXRKTDGZR47ZXPH · pith_short_8: TKXRKTDG

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/TKXRKTDGZR47ZXPHD3W6LQS6BA \
  | 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: 9aaf154c66cc79fcdde71eede5c25e0816bc694990babb0b40ab124c16448834

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69f919e61d5758f0313b1569b779a2a294a215052094eda0262119001c4fb2c3",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-24T19:49:15Z",
    "title_canon_sha256": "295bb1c7fd395e0560eea7246249456725b1fae5bb15b3bcf1a2b4ffc6c78151"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.17607",
    "kind": "arxiv",
    "version": 2
  }
}