Pith Number

pith:VGJETHFQ

pith:2024:VGJETHFQDGFPFWD4Q3LHAVENOK

not attested not anchored not stored refs pending

Exploring the Impact of a Transformer's Latent Space Geometry on Downstream Task Performance

Anna C. Marbut, John W. Chandler, Travis J. Wheeler

arxiv:2406.12159 v1 · 2024-06-18 · 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{VGJETHFQDGFPFWD4Q3LHAVENOK}

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	2026-07-05T08:33:07.252751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a992499cb0198af2d87c86d670548d728529fd85944fbf05f0df304518c6c60b

Aliases

arxiv: 2406.12159 · arxiv_version: 2406.12159v1 · doi: 10.48550/arxiv.2406.12159 · pith_short_12: VGJETHFQDGFP · pith_short_16: VGJETHFQDGFPFWD4 · pith_short_8: VGJETHFQ

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/VGJETHFQDGFPFWD4Q3LHAVENOK \
  | 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: a992499cb0198af2d87c86d670548d728529fd85944fbf05f0df304518c6c60b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff5d083c0228576a5981f35557ccbd858421c9ac4419539a278e29c63d2383b0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-18T00:17:30Z",
    "title_canon_sha256": "55915fa00475e289205245288cbf9eab71f10f75378f0d2c8347636b8978c59d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12159",
    "kind": "arxiv",
    "version": 1
  }
}