Pith Number

pith:VLHPFYFZ

pith:2024:VLHPFYFZVRYL2H3MFHXYOGQRGL

not attested not anchored not stored refs pending

VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search

Chloe Loughridge, David Brandfonbrener, Federico Cassano, Jianang Yang, Nada Amin, Robert Zinkov, Sabrina Ruixin Hu, Sibi Raja, Simon Henniger, Tarun Prasad, William E. Byrd

arxiv:2402.08147 v2 · 2024-02-13 · cs.SE · cs.AI · cs.LG · cs.LO · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VLHPFYFZVRYL2H3MFHXYOGQRGL}

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.

Cited by

1 paper in Pith

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Receipt and verification

First computed	2026-07-05T08:22:37.296482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aacef2e0b9ac70bd1f6c29ef871a1132e2b631bca7a0f600f18fd82612ce4c9a

Aliases

arxiv: 2402.08147 · arxiv_version: 2402.08147v2 · doi: 10.48550/arxiv.2402.08147 · pith_short_12: VLHPFYFZVRYL · pith_short_16: VLHPFYFZVRYL2H3M · pith_short_8: VLHPFYFZ

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/VLHPFYFZVRYL2H3MFHXYOGQRGL \
  | 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: aacef2e0b9ac70bd1f6c29ef871a1132e2b631bca7a0f600f18fd82612ce4c9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bbba5a1d0cfb3cdbe65f7a2a8fb74d922e524953f8b7ffaa7f2adffbfa97b44",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.LO",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-13T00:55:14Z",
    "title_canon_sha256": "7fe88214f009df2368933c576cf723836db0b53a3366e562ac949ccf33e1658e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08147",
    "kind": "arxiv",
    "version": 2
  }
}