Pith Number

pith:6UXASP56

pith:2024:6UXASP56WWWSNNCTIBYSW5IAGR

not attested not anchored not stored refs pending

Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning

Chenguang Wang, Dawn Song, Eric Pasewark, Kefei Duan, Kyle Montgomery

arxiv:2407.04787 v1 · 2024-07-05 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6UXASP56WWWSNNCTIBYSW5IAGR}

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	2026-07-05T08:40:41.923643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f52e093fbeb5ad26b45340712b7500347339c5454bd0f1c70532042a29da2771

Aliases

arxiv: 2407.04787 · arxiv_version: 2407.04787v1 · doi: 10.48550/arxiv.2407.04787 · pith_short_12: 6UXASP56WWWS · pith_short_16: 6UXASP56WWWSNNCT · pith_short_8: 6UXASP56

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/6UXASP56WWWSNNCTIBYSW5IAGR \
  | 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: f52e093fbeb5ad26b45340712b7500347339c5454bd0f1c70532042a29da2771

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a42b2589d7dd29a3f8c75f774f61e3962769dba110126bdcd22f673330f1fd31",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-05T18:02:28Z",
    "title_canon_sha256": "d3a4482d3257f3db9b345d1342bb2bda85334dbb14273ce4a584f3882516fe1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04787",
    "kind": "arxiv",
    "version": 1
  }
}