Pith Number

pith:OQ2DRZO7

pith:2025:OQ2DRZO7EU7F3GAJDQ55YFOOIC

not attested not anchored not stored refs pending

CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance

Chuchu Fan, Yang Zhang, Yilun Hao, Yongchao Chen, Yueying Liu

arxiv:2502.04350 v2 · 2025-02-04 · cs.CL · cs.AI · cs.LG · cs.SC · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OQ2DRZO7EU7F3GAJDQ55YFOOIC}

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

Code as Agent Harness

Receipt and verification

First computed	2026-07-05T11:11:40.846722Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

743438e5df253e5d98091c3bdc15ce40b9a29a47131b168c4b735b9ab52630cd

Aliases

arxiv: 2502.04350 · arxiv_version: 2502.04350v2 · doi: 10.48550/arxiv.2502.04350 · pith_short_12: OQ2DRZO7EU7F · pith_short_16: OQ2DRZO7EU7F3GAJ · pith_short_8: OQ2DRZO7

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/OQ2DRZO7EU7F3GAJDQ55YFOOIC \
  | 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: 743438e5df253e5d98091c3bdc15ce40b9a29a47131b168c4b735b9ab52630cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9489e08faad8eb1a6f6f9a0a184664101fb4003aab6fc1b8c058ca63d11794d8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SC",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-04T15:53:59Z",
    "title_canon_sha256": "556c9f4b1b5d1bffcf51f6d9e46b5e8212c591a6edcd24e55896b45cc33b4584"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04350",
    "kind": "arxiv",
    "version": 2
  }
}