Pith Number

pith:VEZ67VV5

pith:2026:VEZ67VV5KRYLDK4RONKOAZIGDI

not attested not anchored not stored refs pending

Incremental Transformer Neural Processes

Bruno Mlodozeniec, Cristiana Diaconu, Philip Mortimer, Richard E. Turner, Tommy Rochussen

arxiv:2602.18955 v2 · 2026-02-21 · 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{VEZ67VV5KRYLDK4RONKOAZIGDI}

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	2026-06-05T00:13:45.699183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a933efd6bd5470b1ab917354e065061a083a67cbd9b5a37dc0ea6aa5b6d6264e

Aliases

arxiv: 2602.18955 · arxiv_version: 2602.18955v2 · doi: 10.48550/arxiv.2602.18955 · pith_short_12: VEZ67VV5KRYL · pith_short_16: VEZ67VV5KRYLDK4R · pith_short_8: VEZ67VV5

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/VEZ67VV5KRYLDK4RONKOAZIGDI \
  | 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: a933efd6bd5470b1ab917354e065061a083a67cbd9b5a37dc0ea6aa5b6d6264e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "720780aa16ef4fcaeef8a09a57a32f379dd27bde408b8263fe5d8753607bd96a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-21T20:30:04Z",
    "title_canon_sha256": "0f0d7a79be40d4b0ffd26d9743364e03c7f4190a19cd55e0b2bf5b6f9463990a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.18955",
    "kind": "arxiv",
    "version": 2
  }
}