Pith. sign in
Pith Number

pith:YFDFYJ4M

pith:2025:YFDFYJ4MOTXC5SHJ4MCCMIR66Z
not attested not anchored not stored refs pending

Hybrid Reasoning for Perception, Explanation, and Autonomous Action in Manufacturing

Christos Margadji, Sebastian W. Pattinson

arxiv:2506.08462 v1 · 2025-06-10 · cs.AI · cs.HC · cs.RO · cs.SY · eess.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YFDFYJ4MOTXC5SHJ4MCCMIR66Z}

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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.
Receipt and verification
First computed 2026-07-05T11:18:50.165423Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c1465c278c74ee2ec8e9e30426223ef64041dd5a441f1510f582848fbbce07d4

Aliases

arxiv: 2506.08462 · arxiv_version: 2506.08462v1 · doi: 10.48550/arxiv.2506.08462 · pith_short_12: YFDFYJ4MOTXC · pith_short_16: YFDFYJ4MOTXC5SHJ · pith_short_8: YFDFYJ4M
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YFDFYJ4MOTXC5SHJ4MCCMIR66Z \
  | 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: c1465c278c74ee2ec8e9e30426223ef64041dd5a441f1510f582848fbbce07d4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e5071a87bc0237a36fba87e1cbbbc44a7b752eed46badcfa406904646dade171",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.RO",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-10T05:37:33Z",
    "title_canon_sha256": "9863495d465565400ef476157f7d1134f3d05c5f121d523f8dabbb2df936eb24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08462",
    "kind": "arxiv",
    "version": 1
  }
}