Pith Number

pith:NK5GFLVW

pith:2021:NK5GFLVWUF42C52DCAAQGABSPW

not attested not anchored not stored refs pending

A Discriminative Entity-Aware Language Model for Virtual Assistants

Aaksha Meghawat, Christophe Van Gysel, Ernest Pusateri, Mandana Saebi

arxiv:2106.11292 v1 · 2021-06-21 · cs.CL · 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{NK5GFLVWUF42C52DCAAQGABSPW}

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	2026-07-05T03:15:53.039714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6aba62aeb6a179a1774310010300327db49b39be108ad1afbf30188640ff097b

Aliases

arxiv: 2106.11292 · arxiv_version: 2106.11292v1 · doi: 10.48550/arxiv.2106.11292 · pith_short_12: NK5GFLVWUF42 · pith_short_16: NK5GFLVWUF42C52D · pith_short_8: NK5GFLVW

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/NK5GFLVWUF42C52DCAAQGABSPW \
  | 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: 6aba62aeb6a179a1774310010300327db49b39be108ad1afbf30188640ff097b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48b12e6345d5275fd2e34d95ac3bb2ee0e864aeb843ce9d5568f1578366c1898",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-06-21T17:50:28Z",
    "title_canon_sha256": "4d5ea341f43e558d5f3f648881bd4a1d1fd4c88f88ba35fed08fa5262cca889b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.11292",
    "kind": "arxiv",
    "version": 1
  }
}