Pith Number

pith:GSEP2CQB

pith:2019:GSEP2CQB5VZDYUORWH4ARZZG73

not attested not anchored not stored refs pending

CAWA: An Attention-Network for Credit Attribution

George Karypis, Saurav Manchanda

arxiv:1911.11358 v1 · 2019-11-26 · cs.CL · cs.IR · 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{GSEP2CQB5VZDYUORWH4ARZZG73}

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	2026-07-05T00:22:08.897115Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3488fd0a01ed723c51d1b1f808e726feee6a9468eaf22c4b2fdd79c01878e685

Aliases

arxiv: 1911.11358 · arxiv_version: 1911.11358v1 · doi: 10.48550/arxiv.1911.11358 · pith_short_12: GSEP2CQB5VZD · pith_short_16: GSEP2CQB5VZDYUOR · pith_short_8: GSEP2CQB

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/GSEP2CQB5VZDYUORWH4ARZZG73 \
  | 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: 3488fd0a01ed723c51d1b1f808e726feee6a9468eaf22c4b2fdd79c01878e685

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ff1a6069e27253281781eb151dc410812b4ab9d649deea6b57985a2482870ab",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-11-26T06:02:33Z",
    "title_canon_sha256": "fd81a1b2a554f5586b93f992b7744aae24d8439e6bfc66c387b99caca3258096"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.11358",
    "kind": "arxiv",
    "version": 1
  }
}