Pith Number

pith:ESHDQDVJ

pith:2025:ESHDQDVJ2ITMLFA2CKMUUIWIG4

not attested not anchored not stored refs pending

Position: Pause Recycling LoRAs and Prioritize Mechanisms to Uncover Limits and Effectiveness

Mei-Yen Chen, Michael Hahn, M. Saquib Sarfraz, Thi Thu Uyen Hoang

arxiv:2506.13479 v1 · 2025-06-16 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ESHDQDVJ2ITMLFA2CKMUUIWIG4}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T11:22:20.711033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

248e380ea9d226c5941a12994a22c8372ffc55753194e7a63360747006e6d812

Aliases

arxiv: 2506.13479 · arxiv_version: 2506.13479v1 · doi: 10.48550/arxiv.2506.13479 · pith_short_12: ESHDQDVJ2ITM · pith_short_16: ESHDQDVJ2ITMLFA2 · pith_short_8: ESHDQDVJ

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/ESHDQDVJ2ITMLFA2CKMUUIWIG4 \
  | 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: 248e380ea9d226c5941a12994a22c8372ffc55753194e7a63360747006e6d812

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bf73b6bda288470ba1c0e61c42ecf48bd7a8377c90d59c8a8466f5b0a06fb9d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-16T13:35:22Z",
    "title_canon_sha256": "ab0e760981c68b1b33033f9f5122eb3a300db0954909b83da8fd4f78db7f04c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13479",
    "kind": "arxiv",
    "version": 1
  }
}