Pith Number

pith:EOVJKTHQ

pith:2024:EOVJKTHQ7KXRDF56FRGRNOKAD4

not attested not anchored not stored refs pending

Semantic Objective Functions: A distribution-aware method for adding logical constraints in deep learning

Enrique Bojorquez Gallardo, Miguel Angel Mendez-Lucero, Vaishak Belle

arxiv:2405.15789 v1 · 2024-05-03 · cs.AI · cs.IT · cs.LG · cs.LO · math.IT

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EOVJKTHQ7KXRDF56FRGRNOKAD4}

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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

Neurosymbolic Reasoning Shortcuts under the Independence Assumption

Receipt and verification

First computed	2026-07-05T08:22:56.683211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23aa954cf0faaf1197be2c4d16b9401f396f38d77bf62afceae8078c7c0b9808

Aliases

arxiv: 2405.15789 · arxiv_version: 2405.15789v1 · doi: 10.48550/arxiv.2405.15789 · pith_short_12: EOVJKTHQ7KXR · pith_short_16: EOVJKTHQ7KXRDF56 · pith_short_8: EOVJKTHQ

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/EOVJKTHQ7KXRDF56FRGRNOKAD4 \
  | 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: 23aa954cf0faaf1197be2c4d16b9401f396f38d77bf62afceae8078c7c0b9808

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b0b216c0af56c5b33431adcf07f209fa02b2c6826790e5f35aa5cb969af47fa",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "cs.LO",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-03T19:21:47Z",
    "title_canon_sha256": "100fcdf8648d11348f0a1a1e4f23f362f19bf75b5ad7c6a4fd35c4c049d94fb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15789",
    "kind": "arxiv",
    "version": 1
  }
}