Pith Number

pith:NP3TJ53G

pith:2022:NP3TJ53G4E4KV6B7ZEX5VJIJXA

not attested not anchored not stored refs pending

Build generally reusable agent-environment interaction models

Hongming Zhang, Jun Jin, Jun Luo

arxiv:2211.08234 v1 · 2022-11-13 · 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{NP3TJ53G4E4KV6B7ZEX5VJIJXA}

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	2026-07-05T05:16:11.532470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bf734f766e138aaf83fc92fdaa509b827b7c08ab7ad55528ddcbfdecb986499

Aliases

arxiv: 2211.08234 · arxiv_version: 2211.08234v1 · doi: 10.48550/arxiv.2211.08234 · pith_short_12: NP3TJ53G4E4K · pith_short_16: NP3TJ53G4E4KV6B7 · pith_short_8: NP3TJ53G

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/NP3TJ53G4E4KV6B7ZEX5VJIJXA \
  | 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: 6bf734f766e138aaf83fc92fdaa509b827b7c08ab7ad55528ddcbfdecb986499

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a3ca1c18a785742fd42dba6d6d29a0b09e3706514a39af422799165db9d5a35",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-13T07:33:14Z",
    "title_canon_sha256": "9e0fb93fc87611e146b6c351df6980291881174972d595d5bb41cd35f81fbb82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.08234",
    "kind": "arxiv",
    "version": 1
  }
}