Pith Number

pith:AMBXAEOB

pith:2021:AMBXAEOB33LO3WQQATHTVDMWT5

not attested not anchored not stored refs pending

A2P-MANN: Adaptive Attention Inference Hops Pruned Memory-Augmented Neural Networks

Ali Afzali-Kusha, Massoud Pedram, Mehdi Kamal, Mohsen Ahmadzadeh

arxiv:2101.09693 v2 · 2021-01-24 · cs.CL · cs.CC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AMBXAEOB33LO3WQQATHTVDMWT5}

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	2026-07-05T03:59:21.314922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03037011c1ded6edda1004cf3a8d969f6ae2bba4083999ea16feda2c1ca0b019

Aliases

arxiv: 2101.09693 · arxiv_version: 2101.09693v2 · doi: 10.48550/arxiv.2101.09693 · pith_short_12: AMBXAEOB33LO · pith_short_16: AMBXAEOB33LO3WQQ · pith_short_8: AMBXAEOB

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/AMBXAEOB33LO3WQQATHTVDMWT5 \
  | 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: 03037011c1ded6edda1004cf3a8d969f6ae2bba4083999ea16feda2c1ca0b019

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a8c1de7813e3f648c9030b164c3a76ccac0712afd1b1d932197877df1ae3cef",
    "cross_cats_sorted": [
      "cs.CC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-01-24T12:02:12Z",
    "title_canon_sha256": "b92bda720dc0646768015150c32e7b658b72d571d701e380d89e79b1af69fc30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.09693",
    "kind": "arxiv",
    "version": 2
  }
}