Pith Number

pith:4X6OZKME

pith:2026:4X6OZKMEZUWMVKSIIQWZZX5FF7

not attested not anchored not stored refs pending

Found in Conversation: LLMs Teach Themselves to Close the Multi-Turn Gap

Jure Leskovec, Shirley Wu, Tianlang Chen

arxiv:2605.24432 v1 · 2026-05-23 · 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{4X6OZKMEZUWMVKSIIQWZZX5FF7}

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	2026-05-26T01:03:39.415283Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5fceca984cd2ccaaa48442d9cdfa52fc25efb721d8c9f2f46b5db9d42d2d2e3

Aliases

arxiv: 2605.24432 · arxiv_version: 2605.24432v1 · doi: 10.48550/arxiv.2605.24432 · pith_short_12: 4X6OZKMEZUWM · pith_short_16: 4X6OZKMEZUWMVKSI · pith_short_8: 4X6OZKME

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/4X6OZKMEZUWMVKSIIQWZZX5FF7 \
  | 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: e5fceca984cd2ccaaa48442d9cdfa52fc25efb721d8c9f2f46b5db9d42d2d2e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c63b47b5278084c49f0678991c77cb5f936a9ecbbb497f2a6269efa17285d87",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-23T06:58:52Z",
    "title_canon_sha256": "3916934acd3c4f957dea793a4985cf9c6c9ed0a4377964ea3109f15f31bad8d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24432",
    "kind": "arxiv",
    "version": 1
  }
}