Pith Number

pith:JGPX5OTH

pith:2025:JGPX5OTHMHLTVHX2ENEGJDCB7M

not attested not anchored not stored refs pending

ExpeTrans: LLMs Are Experiential Transfer Learners

Bibo Cai, Bing Qin, Jinglong Gao, Lingxiao Zou, Ting Liu, Xiao Ding

arxiv:2505.23191 v1 · 2025-05-29 · 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{JGPX5OTHMHLTVHX2ENEGJDCB7M}

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

CrossICL: Cross-Task In-Context Learning via Unsupervised Demonstration Transfer

Receipt and verification

First computed	2026-07-05T11:11:57.372162Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

499f7eba6761d73a9efa2348648c41fb0b836a11be544eb1766e5448942dcb14

Aliases

arxiv: 2505.23191 · arxiv_version: 2505.23191v1 · doi: 10.48550/arxiv.2505.23191 · pith_short_12: JGPX5OTHMHLT · pith_short_16: JGPX5OTHMHLTVHX2 · pith_short_8: JGPX5OTH

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/JGPX5OTHMHLTVHX2ENEGJDCB7M \
  | 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: 499f7eba6761d73a9efa2348648c41fb0b836a11be544eb1766e5448942dcb14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4899cb77e20a03434786c61a6fe8cd36705f2791f138b1fb0cc9fc1c8b5c9a95",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-29T07:30:58Z",
    "title_canon_sha256": "a2a30d952c01c04f64c5cf1da582fc014fde284ff315a841f421a9a55dd20afd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23191",
    "kind": "arxiv",
    "version": 1
  }
}