Pith Number

pith:JF3A57DC

pith:2021:JF3A57DCHPAV24KNFAEXQDV4XE

not attested not anchored not stored refs pending

Self-conditioning pre-trained language models

Luca Zappella, Nicholas Apostoloff, Xavier Suau

arxiv:2110.02802 v4 · 2021-09-30 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JF3A57DCHPAV24KNFAEXQDV4XE}

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

1 paper in Pith

Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution

Receipt and verification

First computed	2026-07-05T06:20:33.590748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49760efc623bc15d714d2809780ebcb93dfe0dd1b25e1589ddb498577faf54aa

Aliases

arxiv: 2110.02802 · arxiv_version: 2110.02802v4 · doi: 10.48550/arxiv.2110.02802 · pith_short_12: JF3A57DCHPAV · pith_short_16: JF3A57DCHPAV24KN · pith_short_8: JF3A57DC

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/JF3A57DCHPAV24KNFAEXQDV4XE \
  | 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: 49760efc623bc15d714d2809780ebcb93dfe0dd1b25e1589ddb498577faf54aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2af28d15cf008f7aeb66846010e90fcf1797b13c71a9ccdc5d92d5327aa65e29",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-09-30T11:18:19Z",
    "title_canon_sha256": "e598ad8c6394ef0b58bce44caa444289b49eefc358b7de1cfb3ff1bb3d1199b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.02802",
    "kind": "arxiv",
    "version": 4
  }
}