Pith Number

pith:DGBQOXDI

pith:2020:DGBQOXDIAV5SI35LSAMQ6DTLZE

not attested not anchored not stored refs pending

Finding Experts in Transformer Models

Luca Zappella, Nicholas Apostoloff, Xavier Suau

arxiv:2005.07647 v1 · 2020-05-15 · cs.AI · 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{DGBQOXDIAV5SI35LSAMQ6DTLZE}

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

Psychological Concept Neurons: Can Neural Control Bias Probing and Shift Generation in LLMs?

Receipt and verification

First computed	2026-07-05T01:03:04.652855Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1983075c68057b246fab90190f0e6bc913e7a6c339e12cb198fcb52516ba78b8

Aliases

arxiv: 2005.07647 · arxiv_version: 2005.07647v1 · doi: 10.48550/arxiv.2005.07647 · pith_short_12: DGBQOXDIAV5S · pith_short_16: DGBQOXDIAV5SI35L · pith_short_8: DGBQOXDI

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/DGBQOXDIAV5SI35LSAMQ6DTLZE \
  | 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: 1983075c68057b246fab90190f0e6bc913e7a6c339e12cb198fcb52516ba78b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32534eb9c76de22b32ee57d3f3b12fc3dbf71d1e831ab6977b69637fbc9f6734",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-05-15T17:07:02Z",
    "title_canon_sha256": "1b0ffd951ba675cfc0b4fe1b24ef204b72c75c3252a96e34cc56c85a244da628"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.07647",
    "kind": "arxiv",
    "version": 1
  }
}