Pith Number

pith:PS54MJH5

pith:2025:PS54MJH5PZG454UF275VWCOD7Z

not attested not anchored not stored refs pending

ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning

Bin Liang, Dahua Lin, Fei Tan, Kam-Fai Wong, Yifan Xiang, Yiming Du

arxiv:2508.19996 v1 · 2025-08-27 · 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{PS54MJH5PZG454UF275VWCOD7Z}

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	2026-07-05T12:00:21.563348Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7cbbc624fd7e4dcef285d7fb5b09c3fe47fe88c8fbc6097b1794accb89a0f40a

Aliases

arxiv: 2508.19996 · arxiv_version: 2508.19996v1 · doi: 10.48550/arxiv.2508.19996 · pith_short_12: PS54MJH5PZG4 · pith_short_16: PS54MJH5PZG454UF · pith_short_8: PS54MJH5

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/PS54MJH5PZG454UF275VWCOD7Z \
  | 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: 7cbbc624fd7e4dcef285d7fb5b09c3fe47fe88c8fbc6097b1794accb89a0f40a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "861c4a20f0b4639f5f0bdb074c75afc0b593e89a3c9fb12608c31f88ef175cbb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-27T15:54:01Z",
    "title_canon_sha256": "a0f1936e472580d77f3c65fbd7d790f12cab6de538dc36ae24753d9beac6021c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19996",
    "kind": "arxiv",
    "version": 1
  }
}