pith. sign in
Pith Number

pith:4X3FXBHF

pith:2018:4X3FXBHFXZTKMPZYSZMJPGTSLZ
not attested not anchored not stored refs pending

Improving Retrieval-Based Question Answering with Deep Inference Models

George-Sebastian Pirtoaca, Stefan Ruseti, Traian Rebedea

arxiv:1812.02971 v2 · 2018-12-07 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4X3FXBHFXZTKMPZYSZMJPGTSLZ}

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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 2026-05-17T23:46:53.134264Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e5f65b84e5be66a63f389658979a725e76a81bc643e2ca2b99e3e1534d57d24e

Aliases

arxiv: 1812.02971 · arxiv_version: 1812.02971v2 · doi: 10.48550/arxiv.1812.02971 · pith_short_12: 4X3FXBHFXZTK · pith_short_16: 4X3FXBHFXZTKMPZY · pith_short_8: 4X3FXBHF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4X3FXBHFXZTKMPZYSZMJPGTSLZ \
  | 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: e5f65b84e5be66a63f389658979a725e76a81bc643e2ca2b99e3e1534d57d24e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "139685fc38dbffe51e60f28833532801164f5d601480cadd1cf2d1a4bd247744",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-12-07T10:44:14Z",
    "title_canon_sha256": "d779c9fdc6ad2cb3e63639804773dbdc0f9ff184ab8c53de9f729e7ad61f19eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.02971",
    "kind": "arxiv",
    "version": 2
  }
}