Pith Number

pith:IO4ZGATA

pith:2023:IO4ZGATAGEOMMWMKJPM66K3MN3

not attested not anchored not stored refs pending

Compositional Program Generation for Few-Shot Systematic Generalization

Alexander Gray, Luke Liu, Maxwell Crouse, Parikshit Ram, Soham Dan, Tim Klinger

arxiv:2309.16467 v2 · 2023-09-28 · 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{IO4ZGATAGEOMMWMKJPM66K3MN3}

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

1 paper in Pith

Solver-Aware Decompositions for Programming-by-Example: When Dividing Requires Knowing how to Conquer

Receipt and verification

First computed	2026-07-05T07:34:51.262834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43b9930260311cc6598a4bd9ef2b6c6ef83ecedebec6f3a4e3945a2bb960d4fc

Aliases

arxiv: 2309.16467 · arxiv_version: 2309.16467v2 · doi: 10.48550/arxiv.2309.16467 · pith_short_12: IO4ZGATAGEOM · pith_short_16: IO4ZGATAGEOMMWMK · pith_short_8: IO4ZGATA

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/IO4ZGATAGEOMMWMKJPM66K3MN3 \
  | 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: 43b9930260311cc6598a4bd9ef2b6c6ef83ecedebec6f3a4e3945a2bb960d4fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19e5ebd5c5be9d5a502075698d201a341c88bf45db191ddc9ae495fadc5d8dc1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-28T14:33:20Z",
    "title_canon_sha256": "dcca36f7a08f5bc3d3cc46174fbc858855acffbc1bb5fd2b33fabbd56e0bb722"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.16467",
    "kind": "arxiv",
    "version": 2
  }
}