Pith Number

pith:MJJGICCH

pith:2023:MJJGICCHWHMEBQ4YGTMG4ZQLXB

not attested not anchored not stored refs pending

Exploring the Space of Key-Value-Query Models with Intention

Marta Garnelo, Wojciech Marian Czarnecki

arxiv:2305.10203 v1 · 2023-05-17 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MJJGICCHWHMEBQ4YGTMG4ZQLXB}

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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

Functional Attention: From Pairwise Affinities to Functional Correspondences

Receipt and verification

First computed	2026-07-05T06:11:10.830240Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6252640847b1d840c39834d86e660bb8488d4bb0c4d431ca8a11bf3c6ab80144

Aliases

arxiv: 2305.10203 · arxiv_version: 2305.10203v1 · doi: 10.48550/arxiv.2305.10203 · pith_short_12: MJJGICCHWHME · pith_short_16: MJJGICCHWHMEBQ4Y · pith_short_8: MJJGICCH

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/MJJGICCHWHMEBQ4YGTMG4ZQLXB \
  | 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: 6252640847b1d840c39834d86e660bb8488d4bb0c4d431ca8a11bf3c6ab80144

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d39cabb6a8da583045139304a1b18718c0d8b7df96cfc0ec610099ec66fd2269",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-17T13:25:57Z",
    "title_canon_sha256": "a69e37d154c31695c0bdf09897d8dcbf6fb14ca8ce973f16e02171e29b0ba976"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.10203",
    "kind": "arxiv",
    "version": 1
  }
}