Pith Number

pith:UATCQJCV

pith:2026:UATCQJCVMYVXZ4T5LRX34QEKLE

not attested not anchored not stored refs pending

Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory

Fanrui Zhang, Haoran Sun, Kaitao Chen, Lei Liu, Mianxin Liu, Wenjie Li, Xingqi He, Yankai Jiang, Yichen Li, Yujie Zhang, Zekai Lin

arxiv:2606.09365 v1 · 2026-06-08 · cs.AI · 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{UATCQJCVMYVXZ4T5LRX34QEKLE}

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	2026-06-09T02:08:18.037016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a026282455662b7cf27d5c6fbe408a592d5273b1b4b053760823b3452f33283c

Aliases

arxiv: 2606.09365 · arxiv_version: 2606.09365v1 · doi: 10.48550/arxiv.2606.09365 · pith_short_12: UATCQJCVMYVX · pith_short_16: UATCQJCVMYVXZ4T5 · pith_short_8: UATCQJCV

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/UATCQJCVMYVXZ4T5LRX34QEKLE \
  | 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: a026282455662b7cf27d5c6fbe408a592d5273b1b4b053760823b3452f33283c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54821b5658db482510645d6183767312b733641caea823f5ba2f844a8565dca4",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-08T11:37:01Z",
    "title_canon_sha256": "de53bbcccb2270766b9739d4bfc0522e0515c22994200256c80be52d7bb73093"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.09365",
    "kind": "arxiv",
    "version": 1
  }
}