Pith Number

pith:L7ZR4SLJ

pith:2026:L7ZR4SLJCTFQ7XNHJTBSDXU7NQ

not attested not anchored not stored refs pending

ATOD: Annealed Turn-aware On-policy Distillation for Multi-turn Autonomous Agents

Peng Chen, Qitai Tan, Yang Li, Zefang Zong

arxiv:2606.27814 v1 · 2026-06-26 · 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{L7ZR4SLJCTFQ7XNHJTBSDXU7NQ}

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	2026-06-29T01:14:49.253617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ff31e496914cb0fdda74cc321de9f6c0f691ee4f0e5d7c5f8af6e728e34b395

Aliases

arxiv: 2606.27814 · arxiv_version: 2606.27814v1 · doi: 10.48550/arxiv.2606.27814 · pith_short_12: L7ZR4SLJCTFQ · pith_short_16: L7ZR4SLJCTFQ7XNH · pith_short_8: L7ZR4SLJ

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/L7ZR4SLJCTFQ7XNHJTBSDXU7NQ \
  | 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: 5ff31e496914cb0fdda74cc321de9f6c0f691ee4f0e5d7c5f8af6e728e34b395

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7896d53a9c82241450d820ebee3602d690477c8b8beb35d82b5355a96d5da9aa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-26T07:56:32Z",
    "title_canon_sha256": "07137bfc88b783fe9c1327749f915f8b109e15e125bf68a3f0e0af1a08a18730"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27814",
    "kind": "arxiv",
    "version": 1
  }
}