Pith Number

pith:QVEOULHP

pith:2022:QVEOULHPUYA55MBJMFTS4UMIH2

not attested not anchored not stored refs pending

Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review

Jiangjie Chen, Yanghua Xiao

arxiv:2212.03747 v1 · 2022-12-07 · 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{QVEOULHPUYA55MBJMFTS4UMIH2}

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

Automated Generation of Commit Messages in Software Repositories

Receipt and verification

First computed	2026-07-05T05:23:19.953628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8548ea2cefa601deb02961672e51883e83d34e295a1790ae769b163fcd1c1a53

Aliases

arxiv: 2212.03747 · arxiv_version: 2212.03747v1 · doi: 10.48550/arxiv.2212.03747 · pith_short_12: QVEOULHPUYA5 · pith_short_16: QVEOULHPUYA55MBJ · pith_short_8: QVEOULHP

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/QVEOULHPUYA55MBJMFTS4UMIH2 \
  | 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: 8548ea2cefa601deb02961672e51883e83d34e295a1790ae769b163fcd1c1a53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcc95ba3e1bc14a72598852ff1c0b87775d2f7fcf78e425a9944d803406808b4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-07T16:18:19Z",
    "title_canon_sha256": "1791087f46735a201e2d5732876a04cbf7d281e6467d6e0a8c9661b37161ee73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.03747",
    "kind": "arxiv",
    "version": 1
  }
}