Pith Number

pith:T33GY3YI

pith:2023:T33GY3YITFJXP4Y6IQBFI5VGLA

not attested not anchored not stored refs pending

A Cognitively-Inspired Neural Architecture for Visual Abstract Reasoning Using Contrastive Perceptual and Conceptual Processing

Deepayan Sanyal, Effat Farhana, James Ainooson, Joel Michelson, Maithilee Kunda, Yuan Yang

arxiv:2309.10532 v3 · 2023-09-19 · cs.AI

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\usepackage{pith}
\pithnumber{T33GY3YITFJXP4Y6IQBFI5VGLA}

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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

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks

Receipt and verification

First computed	2026-07-05T07:02:53.581910Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ef66c6f08995377f31e44025476a6583b988c08cb0e09a7207de4af2f8880e6

Aliases

arxiv: 2309.10532 · arxiv_version: 2309.10532v3 · doi: 10.48550/arxiv.2309.10532 · pith_short_12: T33GY3YITFJX · pith_short_16: T33GY3YITFJXP4Y6 · pith_short_8: T33GY3YI

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/T33GY3YITFJXP4Y6IQBFI5VGLA \
  | 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: 9ef66c6f08995377f31e44025476a6583b988c08cb0e09a7207de4af2f8880e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9292e7f09baffc5bc90438243891e6862c3b7e61c69b94c7abad51a2aab752f5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-09-19T11:18:01Z",
    "title_canon_sha256": "4b680e52e68a1d93fb0461c9104a4474ef20fa2d4cf0f52571b7bfa3c190e134"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.10532",
    "kind": "arxiv",
    "version": 3
  }
}