Pith Number

pith:4WN7BXYW

pith:2019:4WN7BXYW7BOPIBZUQWO6AXTW3C

not attested not anchored not stored refs pending

Visualizing and Measuring the Geometry of BERT

Adam Pearce, Andy Coenen, Ann Yuan, Been Kim, Emily Reif, Fernanda Vi\'egas, Martin Wattenberg

arxiv:1906.02715 v2 · 2019-06-06 · cs.LG · cs.CL · 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{4WN7BXYW7BOPIBZUQWO6AXTW3C}

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.

Cited by

3 papers in Pith

DragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and Trajectory

TabTransformer: Tabular Data Modeling Using Contextual Embeddings

A framework for analyzing concept representations in neural models

Receipt and verification

First computed	2026-07-05T00:15:06.129865Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e59bf0df16f85cf40734859de05e76d8a0fb0eddd6b359b61177f445e7f1c914

Aliases

arxiv: 1906.02715 · arxiv_version: 1906.02715v2 · doi: 10.48550/arxiv.1906.02715 · pith_short_12: 4WN7BXYW7BOP · pith_short_16: 4WN7BXYW7BOPIBZU · pith_short_8: 4WN7BXYW

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/4WN7BXYW7BOPIBZUQWO6AXTW3C \
  | 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: e59bf0df16f85cf40734859de05e76d8a0fb0eddd6b359b61177f445e7f1c914

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90d58df5fb9e9a7d3fc3c672ce1ca75889c887e333d0e313494535c44581830d",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-06T17:33:22Z",
    "title_canon_sha256": "e6d34ce35c8cc2c648a3f1520eff532d2261c6cd252deb9da2c875053d417bf1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.02715",
    "kind": "arxiv",
    "version": 2
  }
}