Pith Number

pith:Q4BITHB6

pith:2024:Q4BITHB6VN6ZJURZTKGROYPMNN

not attested not anchored not stored refs pending

ParMod: A Parallel and Modular Framework for Learning Non-Markovian Tasks

Bin Yu, Cong Tian, Ruixuan Miao, Xu Lu, Zhenhua Duan

arxiv:2412.12700 v1 · 2024-12-17 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q4BITHB6VN6ZJURZTKGROYPMNN}

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	2026-07-05T09:50:19.399631Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8702899c3eab7d94d2399a8d1761ec6b61795030d59e9c9fe75f9ab30f0e05f9

Aliases

arxiv: 2412.12700 · arxiv_version: 2412.12700v1 · doi: 10.48550/arxiv.2412.12700 · pith_short_12: Q4BITHB6VN6Z · pith_short_16: Q4BITHB6VN6ZJURZ · pith_short_8: Q4BITHB6

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/Q4BITHB6VN6ZJURZTKGROYPMNN \
  | 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: 8702899c3eab7d94d2399a8d1761ec6b61795030d59e9c9fe75f9ab30f0e05f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99d25c42793650b5d09b7c81213093afeef16ab2cb77de82d67d8d7500ec9ebd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-17T09:16:53Z",
    "title_canon_sha256": "cd31b8ba8e0773d0e5fc9ae337f3ed2c7b69033533543747a0249cb5691cab7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12700",
    "kind": "arxiv",
    "version": 1
  }
}