Pith Number

pith:3CS2GKZJ

pith:2022:3CS2GKZJJVAWMIRAR6T5635RGN

not attested not anchored not stored refs pending

Life-long Learning for Reasoning-based Semantic Communication

Guangming Shi, Jingming Liang, Mehdi Bennis, Yingyu Li, Yong Xiao

arxiv:2202.01952 v2 · 2022-02-04 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3CS2GKZJJVAWMIRAR6T5635RGN}

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	2026-07-05T04:05:38.590130Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8a5a32b294d416622208fa7df6fb1336f3d1633fe410212ad1ec1558395b426

Aliases

arxiv: 2202.01952 · arxiv_version: 2202.01952v2 · doi: 10.48550/arxiv.2202.01952 · pith_short_12: 3CS2GKZJJVAW · pith_short_16: 3CS2GKZJJVAWMIRA · pith_short_8: 3CS2GKZJ

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/3CS2GKZJJVAWMIRAR6T5635RGN \
  | 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: d8a5a32b294d416622208fa7df6fb1336f3d1633fe410212ad1ec1558395b426

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14ce9d1494db793a4002ace7adca9d8478795d8e1b25c0ef88c7f27a19c14196",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2022-02-04T03:13:10Z",
    "title_canon_sha256": "7af09b7a8b2521fa1740dd89ab644537997b56f61592ae252c726f55f55e9bb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.01952",
    "kind": "arxiv",
    "version": 2
  }
}