Pith Number

pith:TW7CS77J

pith:2024:TW7CS77J4BJMY4OJWAHDOPFCON

not attested not anchored not stored refs pending

Data-Efficient Learning with Neural Programs

Alaia Solko-Breslin, Eric Wong, Mayur Naik, Neelay Velingker, Rajeev Alur, Seewon Choi, Ziyang Li

arxiv:2406.06246 v2 · 2024-06-10 · 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{TW7CS77J4BJMY4OJWAHDOPFCON}

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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

On the Promise for Assurance of Differentiable Neurosymbolic Reasoning Paradigms

Receipt and verification

First computed	2026-07-05T09:29:14.817671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9dbe297fe9e052cc71c9b00e373ca2734b0e287ad2d9a544bab77ac46169d4e0

Aliases

arxiv: 2406.06246 · arxiv_version: 2406.06246v2 · doi: 10.48550/arxiv.2406.06246 · pith_short_12: TW7CS77J4BJM · pith_short_16: TW7CS77J4BJMY4OJ · pith_short_8: TW7CS77J

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/TW7CS77J4BJMY4OJWAHDOPFCON \
  | 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: 9dbe297fe9e052cc71c9b00e373ca2734b0e287ad2d9a544bab77ac46169d4e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e9bf26f7b996d66de795bfc66b58593c1981f3efcdde21478c0d8d85d80f3e7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-10T13:23:00Z",
    "title_canon_sha256": "d8bf0431d5a5211db9048df8a3a64d2bf4d3cb081e86118a6bfb69ec51c8ae05"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06246",
    "kind": "arxiv",
    "version": 2
  }
}