Pith Number

pith:3XBEKU5N

pith:2024:3XBEKU5NRQWJCXJC7KOTF7NAZU

not attested not anchored not stored refs pending

Using LLM to select the right SQL Query from candidates

Tao Xie, Zhenwen Li

arxiv:2401.02115 v1 · 2024-01-04 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3XBEKU5NRQWJCXJC7KOTF7NAZU}

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

3 papers in Pith

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Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs

Receipt and verification

First computed	2026-07-05T07:30:11.450454Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ddc24553ad8c2c915d22fa9d32fda0cd225e69addccef55be5bd54bc615e4fa6

Aliases

arxiv: 2401.02115 · arxiv_version: 2401.02115v1 · doi: 10.48550/arxiv.2401.02115 · pith_short_12: 3XBEKU5NRQWJ · pith_short_16: 3XBEKU5NRQWJCXJC · pith_short_8: 3XBEKU5N

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/3XBEKU5NRQWJCXJC7KOTF7NAZU \
  | 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: ddc24553ad8c2c915d22fa9d32fda0cd225e69addccef55be5bd54bc615e4fa6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4a5cb2903e1e7e9656cf8e17fa19e61469d20829ce9766abab45e3aa05281a6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-04T07:50:24Z",
    "title_canon_sha256": "ccc02f2dadeec07ce30c16fc100127defcff8a4ae83ddd17740b0095c7541641"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.02115",
    "kind": "arxiv",
    "version": 1
  }
}