Pith Number

pith:ZKYRMB54

pith:2024:ZKYRMB54ZOR4UA3WC5U3WT4YOM

not attested not anchored not stored refs pending

A Training Data Recipe to Accelerate A* Search with Language Models

Boyang Li, Devaansh Gupta

arxiv:2407.09985 v2 · 2024-07-13 · 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{ZKYRMB54ZOR4UA3WC5U3WT4YOM}

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	2026-07-05T09:24:59.853436Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cab11607bccba3ca03761769bb4f987328ec71e9f0a9dc315eb52695eb1ad357

Aliases

arxiv: 2407.09985 · arxiv_version: 2407.09985v2 · doi: 10.48550/arxiv.2407.09985 · pith_short_12: ZKYRMB54ZOR4 · pith_short_16: ZKYRMB54ZOR4UA3W · pith_short_8: ZKYRMB54

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/ZKYRMB54ZOR4UA3WC5U3WT4YOM \
  | 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: cab11607bccba3ca03761769bb4f987328ec71e9f0a9dc315eb52695eb1ad357

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "468ba968cd2979c27e2383335a1831f1ed84284a941ec4a8423c15909e737295",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-13T19:21:44Z",
    "title_canon_sha256": "0f18f5a5cebede0c65e64cc50b607fcb2a9fc2c7aa493f2ad26a82e279bc02fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.09985",
    "kind": "arxiv",
    "version": 2
  }
}