Pith Number

pith:2D5ARISW

pith:2019:2D5ARISWILQQ3CEMIXLOUWJ5W3

not attested not anchored not stored refs pending

Towards Interpreting Recurrent Neural Networks through Probabilistic Abstraction

Guoliang Dong, Jingyi Wang, Jin Song Dong, Jun Sun, Ting Dai, Xingen Wang, Xinyu Wang, Yang Zhang

arxiv:1909.10023 v2 · 2019-09-22 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2D5ARISWILQQ3CEMIXLOUWJ5W3}

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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	2026-07-05T01:38:15.445247Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0fa08a25642e10d888c45d6ea593db6f04b8c4eb23449d342840641a22d33d1

Aliases

arxiv: 1909.10023 · arxiv_version: 1909.10023v2 · doi: 10.48550/arxiv.1909.10023 · pith_short_12: 2D5ARISWILQQ · pith_short_16: 2D5ARISWILQQ3CEM · pith_short_8: 2D5ARISW

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/2D5ARISWILQQ3CEMIXLOUWJ5W3 \
  | 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: d0fa08a25642e10d888c45d6ea593db6f04b8c4eb23449d342840641a22d33d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "648e8aefe14b130a03c78b79ebbfd270306d36c3b32d435a02ef1cac5e2c2e87",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-22T15:11:15Z",
    "title_canon_sha256": "4ab3c06079701f1c5f5a7dfe280f5fd24dab8d223dc877d5465332c6a3fd9a1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.10023",
    "kind": "arxiv",
    "version": 2
  }
}