Pith Number

pith:F2K7CZNG

pith:2021:F2K7CZNGWW3MJTVWL6OS3532PD

not attested not anchored not stored refs pending

Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases

Andr\'e Meyer-Vitali, Annette ten Teije, Frank van Harmelen, Maaike de Boer, Michael van Bekkum

arxiv:2102.11965 v2 · 2021-02-23 · cs.AI · 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{F2K7CZNGWW3MJTVWL6OS3532PD}

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

A Neurosymbolic Prolog Skill for LLM-Driven Service Placement

Stitching Gaps: Fusing Situated Perceptual Knowledge with Vision Transformers for High-Level Image Classification

Receipt and verification

First computed	2026-07-05T02:26:17.905711Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e95f165a6b5b6c4ceb65f9d2df77a78feca2da782688a777f2b8c7d9c61ad38

Aliases

arxiv: 2102.11965 · arxiv_version: 2102.11965v2 · doi: 10.48550/arxiv.2102.11965 · pith_short_12: F2K7CZNGWW3M · pith_short_16: F2K7CZNGWW3MJTVW · pith_short_8: F2K7CZNG

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/F2K7CZNGWW3MJTVWL6OS3532PD \
  | 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: 2e95f165a6b5b6c4ceb65f9d2df77a78feca2da782688a777f2b8c7d9c61ad38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5db204ba9c750a6514b358ec065a64245f8c45d4193cc8af37d499a973507003",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-02-23T22:16:05Z",
    "title_canon_sha256": "9046bbe9f899878788d4a909ffb7b8026b08eac3aa3c59748f134d9c6b36280e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.11965",
    "kind": "arxiv",
    "version": 2
  }
}