Pith Number

pith:MXKNR2CR

pith:2019:MXKNR2CR3XSBCG6OFT7UT5NJ6C

not attested not anchored not stored refs pending

On Identifiability in Transformers

Dami\'an Pascual, Gino Brunner, Massimiliano Ciaramita, Oliver Richter, Roger Wattenhofer, Yang Liu

arxiv:1908.04211 v4 · 2019-08-12 · 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{MXKNR2CR3XSBCG6OFT7UT5NJ6C}

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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.

Cited by

2 papers in Pith

Enabling Global, Human-Centered Explanations for LLMs:From Tokens to Interpretable Code and Test Generation

TabTransformer: Tabular Data Modeling Using Contextual Embeddings

Receipt and verification

First computed	2026-07-05T00:39:05.392944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65d4d8e851dde4111bce2cff49f5a9f0b6d22c3fec4a3ff74ed396e18458ab76

Aliases

arxiv: 1908.04211 · arxiv_version: 1908.04211v4 · doi: 10.48550/arxiv.1908.04211 · pith_short_12: MXKNR2CR3XSB · pith_short_16: MXKNR2CR3XSBCG6O · pith_short_8: MXKNR2CR

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/MXKNR2CR3XSBCG6OFT7UT5NJ6C \
  | 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: 65d4d8e851dde4111bce2cff49f5a9f0b6d22c3fec4a3ff74ed396e18458ab76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7f06dfeb71e4c1c5def093993ff39ca5b60a1dd5af6369f473a519d911ff793",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-08-12T15:48:34Z",
    "title_canon_sha256": "9a945acef436df0de8b6903abf257a616bc0c29cbe9820e74a8872f72ed27b94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.04211",
    "kind": "arxiv",
    "version": 4
  }
}