Pith Number

pith:HVJAOPYL

pith:2025:HVJAOPYLW3ATW75L4VUUWI7KEO

not attested not anchored not stored refs pending

Transferable Modeling Strategies for Low-Resource LLM Tasks: A Prompt and Alignment-Based Approach

Guiran Liu, Ruotong Wang, Shuangquan Lyu, Yingnan Deng, Zhen Qi

arxiv:2507.00601 v2 · 2025-07-01 · 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{HVJAOPYLW3ATW75L4VUUWI7KEO}

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.

Cited by

1 paper in Pith

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems

Receipt and verification

First computed	2026-07-05T11:30:46.080016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d52073f0bb6c13b7fabe5694b23ea239de408832148c4c66d49feb734efb0c8

Aliases

arxiv: 2507.00601 · arxiv_version: 2507.00601v2 · doi: 10.48550/arxiv.2507.00601 · pith_short_12: HVJAOPYLW3AT · pith_short_16: HVJAOPYLW3ATW75L · pith_short_8: HVJAOPYL

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/HVJAOPYLW3ATW75L4VUUWI7KEO \
  | 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: 3d52073f0bb6c13b7fabe5694b23ea239de408832148c4c66d49feb734efb0c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07c90d49637a3745ab99e5164ceb3a53e31d105004119c42b44f161d11ff8b58",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-01T09:34:49Z",
    "title_canon_sha256": "370723dd0a463a17b7656f3733dca0e91a9ef7d350f36a2d6e9e0968c3e60256"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00601",
    "kind": "arxiv",
    "version": 2
  }
}