Pith Number

pith:DZCIQQEJ

pith:2026:DZCIQQEJNW6VB6AUWBYNADQEG2

not attested not anchored not stored refs pending

On the Generalization Gap in Self-Evolving Language Model Reasoning

Andrew Tomkins, Cyrus Rashtchian, Da-Cheng Juan, Kan Yuan, Stefanie Anna Baby, Susanna Maria Baby, Tu Vu, Zhenting Qi

arxiv:2606.01075 v1 · 2026-05-31 · 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{DZCIQQEJNW6VB6AUWBYNADQEG2}

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	2026-06-02T01:04:20.595559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e448840896dbd50f814b070d00e0436921df6961afb250effe8345c9aeac6bd

Aliases

arxiv: 2606.01075 · arxiv_version: 2606.01075v1 · doi: 10.48550/arxiv.2606.01075 · pith_short_12: DZCIQQEJNW6V · pith_short_16: DZCIQQEJNW6VB6AU · pith_short_8: DZCIQQEJ

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/DZCIQQEJNW6VB6AUWBYNADQEG2 \
  | 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: 1e448840896dbd50f814b070d00e0436921df6961afb250effe8345c9aeac6bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aaae93f5f001b7d323572c0afb3761fbdba7f9afcba5ba6de5f49ebf51f62d1e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-31T07:43:19Z",
    "title_canon_sha256": "3dc0acf149b962945cec8ecc6aa1b44de65e93a77e9e249828ceeb04715b8a7d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01075",
    "kind": "arxiv",
    "version": 1
  }
}