Pith Number

pith:W7MMBKR6

pith:2026:W7MMBKR6RFW7MWFTVQI3INRMJL

not attested not anchored not stored refs pending

AutoSupervision: Closing the Feedback Loop in Scientific Workflows with Grounded Revision Verification

Ben Fei, Eunseo Jung, Fenghua Ling, Feng Liu, Haobo Li, Jiong Wang, Kaiyi Xu, Lei Bai, Wenxiao Zhao, Zijie Guo, Zixin Chen

arxiv:2607.27845 v1 · 2026-07-30 · 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{W7MMBKR6RFW7MWFTVQI3INRMJL}

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

Se-DPO: Self-Evolving Token Credit for Direct Preference Optimization

Receipt and verification

First computed	2026-07-31T01:34:28.014105Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

b7d8c0aa3e896df658b3ac11b4362c4af97fa21b83369abd871b915912145c73

Aliases

arxiv: 2607.27845 · arxiv_version: 2607.27845v1 · doi: 10.48550/arxiv.2607.27845 · pith_short_12: W7MMBKR6RFW7 · pith_short_16: W7MMBKR6RFW7MWFT · pith_short_8: W7MMBKR6

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/W7MMBKR6RFW7MWFTVQI3INRMJL \
  | 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: b7d8c0aa3e896df658b3ac11b4362c4af97fa21b83369abd871b915912145c73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f435137ef0ab0a7d16f5eea6fe7248befbc1e2856e2a84931b135b13951bf386",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-30T08:24:58Z",
    "title_canon_sha256": "3f2c1693a1053ae12815ef1a32cb8cb9619f0aeb01d8bc20654e3f138f95bc80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.27845",
    "kind": "arxiv",
    "version": 1
  }
}