Pith Number

pith:MUOJIBK7

pith:2026:MUOJIBK7YNJDDZOO6KIBL3TKZ2

not attested not anchored not stored refs pending

Unsupervised Skill Discovery for Agentic Data Analysis

Huajun Chen, Kangqi Song, Lei Liang, Shengwei tang, Shumin Deng, Shuofei Qiao, Zhisong Qiu

arxiv:2606.06416 v1 · 2026-06-04 · cs.AI · cs.CL · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MUOJIBK7YNJDDZOO6KIBL3TKZ2}

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	2026-06-05T01:15:44.958396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

651c94055fc35231e5cef29015ee6ace91a98d4c44bd5b827b2020d993ffbfc4

Aliases

arxiv: 2606.06416 · arxiv_version: 2606.06416v1 · doi: 10.48550/arxiv.2606.06416 · pith_short_12: MUOJIBK7YNJD · pith_short_16: MUOJIBK7YNJDDZOO · pith_short_8: MUOJIBK7

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/MUOJIBK7YNJDDZOO6KIBL3TKZ2 \
  | 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: 651c94055fc35231e5cef29015ee6ace91a98d4c44bd5b827b2020d993ffbfc4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba27149125c5e8bafdc316fae41aaceb53cd49fd3b38382473713ebdaf26a33b",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-04T17:20:47Z",
    "title_canon_sha256": "3673e98b6fdb641d0e71356a26d45d224c6dc02fdf486cd8bfa31f294c03f52c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06416",
    "kind": "arxiv",
    "version": 1
  }
}