Pith Number

pith:VZVTWGZZ

pith:2026:VZVTWGZZVMBKKHI7TIZTALHUBE

not attested not anchored not stored refs pending

Consistency Training Along the Transformer Stack

Arav Dhoot, Bryan Maruyama, Caroline Wei, David Demitri Africa, Neil Shah, Prakhar Gupta, Robert Sidey, Rohan Kapoor, Sukrati Gautam, Zi Cheng Huang

arxiv:2606.05817 v1 · 2026-06-04 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VZVTWGZZVMBKKHI7TIZTALHUBE}

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	2026-06-05T01:15:04.317349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae6b3b1b39ab02a51d1f9a33302cf4092764f860cdb493bb1b7032174bd072fb

Aliases

arxiv: 2606.05817 · arxiv_version: 2606.05817v1 · doi: 10.48550/arxiv.2606.05817 · pith_short_12: VZVTWGZZVMBK · pith_short_16: VZVTWGZZVMBKKHI7 · pith_short_8: VZVTWGZZ

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/VZVTWGZZVMBKKHI7TIZTALHUBE \
  | 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: ae6b3b1b39ab02a51d1f9a33302cf4092764f860cdb493bb1b7032174bd072fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a8b383723342463d39a87904604247c4e364a711d3cb0d514bc91760e0dde23",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-04T07:58:55Z",
    "title_canon_sha256": "8bd26432393033e4c5e24665ae5c4b12470b78db02b7fc52f96086de1529ff2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05817",
    "kind": "arxiv",
    "version": 1
  }
}