Pith Number

pith:LUL5NMD4

pith:2026:LUL5NMD47GGKRUCLML5SWCYOTB

not attested not anchored not stored refs pending

Credit Assignment with Resets in Language Model Reasoning

Akshayaa Magesh, Ankur Samanta, Ayush Jain, Daniel Jiang, Jalaj Bhandari, Kaveh Hassani, Kavosh Asadi, Paul Sajda, Yonathan Efroni, Youliang Yu

arxiv:2605.25507 v2 · 2026-05-25 · 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{LUL5NMD47GGKRUCLML5SWCYOTB}

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	2026-05-27T02:06:14.795967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d17d6b07cf98ca8d04b62fb2b0b0e98793cb3ec97fa16b0ef8613211dc74521

Aliases

arxiv: 2605.25507 · arxiv_version: 2605.25507v2 · doi: 10.48550/arxiv.2605.25507 · pith_short_12: LUL5NMD47GGK · pith_short_16: LUL5NMD47GGKRUCL · pith_short_8: LUL5NMD4

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/LUL5NMD47GGKRUCLML5SWCYOTB \
  | 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: 5d17d6b07cf98ca8d04b62fb2b0b0e98793cb3ec97fa16b0ef8613211dc74521

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9377cdfcce5ff9e8bb9a6a0039b7e5d70e489e0d35afc8c21464dd48382eaf3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-25T07:11:50Z",
    "title_canon_sha256": "ef7f45ec2d0a5fd658b1b33f8bfbb34a35da1a7d45ed00c1dfa81f54dda7f937"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25507",
    "kind": "arxiv",
    "version": 2
  }
}