Pith Number

pith:WYJCJTC2

pith:2025:WYJCJTC2VAGKOO2T4ASXYVKUVE

not attested not anchored not stored refs pending

The Geometries of Truth Are Orthogonal Across Tasks

Eugene Ndiaye, Louis Bethune, Marco Cuturi, Michael Kirchhof, Michal Klein, Pierre Ablin, Waiss Azizian

arxiv:2506.08572 v2 · 2025-06-10 · cs.LG · cs.AI · 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{WYJCJTC2VAGKOO2T4ASXYVKUVE}

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

2 papers in Pith

ToxiREX: A Dataset on Toxic REasoning in ConteXt

Reading Calibrated Uncertainty from Language Model Trajectories

Receipt and verification

First computed	2026-07-05T11:31:46.098430Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b61224cc5aa80ca73b53e0257c5554a93bb0dfec7c8d9e0b17d1d60f6c265e03

Aliases

arxiv: 2506.08572 · arxiv_version: 2506.08572v2 · doi: 10.48550/arxiv.2506.08572 · pith_short_12: WYJCJTC2VAGK · pith_short_16: WYJCJTC2VAGKOO2T · pith_short_8: WYJCJTC2

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/WYJCJTC2VAGKOO2T4ASXYVKUVE \
  | 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: b61224cc5aa80ca73b53e0257c5554a93bb0dfec7c8d9e0b17d1d60f6c265e03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb7463573f5a6ff687185b878c992ba906c220fde43daf8ffc3dd8adba59d0e5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-10T08:40:31Z",
    "title_canon_sha256": "c6dc16088b08c55da1387f28d5aec736a6978edc7973604552e72f5a97d5434e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08572",
    "kind": "arxiv",
    "version": 2
  }
}