Pith Number

pith:D5ECHRD4

pith:2017:D5ECHRD4NDUIK5EBJLS3GQO23Z

not attested not anchored not stored refs pending

A causal framework for explaining the predictions of black-box sequence-to-sequence models

David Alvarez-Melis, Tommi S. Jaakkola

arxiv:1707.01943 v3 · 2017-07-06 · 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{D5ECHRD4NDUIK5EBJLS3GQO23Z}

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	2026-05-18T00:30:34.010843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f4823c47c68e88574814ae5b341dade4f968a1346d0a96386c11cae0547a391

Aliases

arxiv: 1707.01943 · arxiv_version: 1707.01943v3 · doi: 10.48550/arxiv.1707.01943 · pith_short_12: D5ECHRD4NDUI · pith_short_16: D5ECHRD4NDUIK5EB · pith_short_8: D5ECHRD4

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/D5ECHRD4NDUIK5EBJLS3GQO23Z \
  | 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: 1f4823c47c68e88574814ae5b341dade4f968a1346d0a96386c11cae0547a391

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "606c537f872bf757406e6855a3ac4755ad60ccfda041af5625e7ce0f080aa590",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-07-06T19:36:43Z",
    "title_canon_sha256": "ac0473f7cca89e70aeae53b9c2a8e3a763568a055e9f3fa6d96b25d0fdf883ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.01943",
    "kind": "arxiv",
    "version": 3
  }
}