Pith Number

pith:ZXCGL2D7

pith:2022:ZXCGL2D7BP6I3ZQ4BLMRGVXBLB

not attested not anchored not stored refs pending

Stateful Memory-Augmented Transformers for Efficient Dialogue Modeling

Qingyang Wu, Zhou Yu

arxiv:2209.07634 v2 · 2022-09-15 · 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{ZXCGL2D7BP6I3ZQ4BLMRGVXBLB}

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	2026-07-05T06:12:36.473621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cdc465e87f0bfc8de61c0ad91356e158505df884e120a0e25e6f3fcd63577a4d

Aliases

arxiv: 2209.07634 · arxiv_version: 2209.07634v2 · doi: 10.48550/arxiv.2209.07634 · pith_short_12: ZXCGL2D7BP6I · pith_short_16: ZXCGL2D7BP6I3ZQ4 · pith_short_8: ZXCGL2D7

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/ZXCGL2D7BP6I3ZQ4BLMRGVXBLB \
  | 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: cdc465e87f0bfc8de61c0ad91356e158505df884e120a0e25e6f3fcd63577a4d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8da693289243606175f97c506f149d2498d8b3b797fa9b9f4fe396a5a7272c32",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-09-15T22:37:22Z",
    "title_canon_sha256": "f0217fb6cd4c67bc25e8886f891fa2fc9cf3a50411fe3c9ac69bf26397ada8b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.07634",
    "kind": "arxiv",
    "version": 2
  }
}