Pith Number

pith:4GK4TR4E

pith:2024:4GK4TR4EP5LSFIV6FXUT7D4E2W

not attested not anchored not stored refs pending

Laying the Foundation First? Investigating the Generalization from Atomic Skills to Complex Reasoning Tasks

Jiaqing Liang, Qianyu He, Yanghua Xiao, Yipei Xu, Yuncheng Huang

arxiv:2403.09479 v1 · 2024-03-14 · cs.LG · cs.AI · 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{4GK4TR4EP5LSFIV6FXUT7D4E2W}

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	2026-07-05T07:56:10.540158Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e195c9c7847f5722a2be2de93f8f84d5931d6a08e3687b45489fd5cc3c995b0e

Aliases

arxiv: 2403.09479 · arxiv_version: 2403.09479v1 · doi: 10.48550/arxiv.2403.09479 · pith_short_12: 4GK4TR4EP5LS · pith_short_16: 4GK4TR4EP5LSFIV6 · pith_short_8: 4GK4TR4E

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/4GK4TR4EP5LSFIV6FXUT7D4E2W \
  | 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: e195c9c7847f5722a2be2de93f8f84d5931d6a08e3687b45489fd5cc3c995b0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77826fdd4092cad2d65912baad6abe5b4e4a089ceacb54a025a0e288a377d210",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-14T15:20:54Z",
    "title_canon_sha256": "55a73ec10d664b6ef301103e5bc1b7af49673e08d98d4d8fd6474088d1834eae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.09479",
    "kind": "arxiv",
    "version": 1
  }
}