Pith Number

pith:NBQV6WJG

pith:2023:NBQV6WJGG5D22G6DGJJ2TVIQYA

not attested not anchored not stored refs pending

Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming

Eric Xing, Hanlin Zhang, Jiani Huang, Mayur Naik, Ziyang Li

arxiv:2305.03742 v1 · 2023-05-05 · cs.AI · cs.CL · 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{NBQV6WJGG5D22G6DGJJ2TVIQYA}

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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

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation

Receipt and verification

First computed	2026-07-05T06:07:40.499355Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68615f59263747ad1bc33253a9d510c02484f4468d2f74330c2ebc53c5d4e885

Aliases

arxiv: 2305.03742 · arxiv_version: 2305.03742v1 · doi: 10.48550/arxiv.2305.03742 · pith_short_12: NBQV6WJGG5D2 · pith_short_16: NBQV6WJGG5D22G6D · pith_short_8: NBQV6WJG

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/NBQV6WJGG5D22G6DGJJ2TVIQYA \
  | 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: 68615f59263747ad1bc33253a9d510c02484f4468d2f74330c2ebc53c5d4e885

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e47133afd06f3c144f37ad893c07004c24cb028ec5abbabd2580fb598f7c166d",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-05-05T07:24:46Z",
    "title_canon_sha256": "35c3f281550b8c31a347cb5c84e888bf22212264bc31ec00c3cf152b7583a8d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.03742",
    "kind": "arxiv",
    "version": 1
  }
}