Pith Number

pith:UVKZVCN3

pith:2024:UVKZVCN36EPFDQUAM573B2IMDL

not attested not anchored not stored refs pending

What Makes Large Language Models Reason in (Multi-Turn) Code Generation?

Benjamin Negrevergne, Gabriel Synnaeve, Jonas Gehring, Juliette Decugis, Kunhao Zheng, Taco Cohen

arxiv:2410.08105 v3 · 2024-10-10 · 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{UVKZVCN36EPFDQUAM573B2IMDL}

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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

Falsification, Not Exposure: An Internally Preregistered Placebo-Controlled Decomposition of Self-Repair Feedback in Frozen Small Code Models

Receipt and verification

First computed	2026-07-05T10:45:38.238592Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5559a89bbf11e51c280677fb0e90c1ad89f9f8bea5985e8fa2d5039bcaf7892

Aliases

arxiv: 2410.08105 · arxiv_version: 2410.08105v3 · doi: 10.48550/arxiv.2410.08105 · pith_short_12: UVKZVCN36EPF · pith_short_16: UVKZVCN36EPFDQUA · pith_short_8: UVKZVCN3

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/UVKZVCN36EPFDQUAM573B2IMDL \
  | 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: a5559a89bbf11e51c280677fb0e90c1ad89f9f8bea5985e8fa2d5039bcaf7892

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50d4b122f11fc099813bf0683c5ac8d65df673765e179e19dc659cd5c937083d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-10T16:53:10Z",
    "title_canon_sha256": "b7fb614b64a691dc43d195684b1ecf3937befdbf5106b4ae929dc2bb073b35ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08105",
    "kind": "arxiv",
    "version": 3
  }
}