Pith Number

pith:4FDHUIE5

pith:2023:4FDHUIE5LSSZAGRBMDWFJ66EKL

not attested not anchored not stored refs pending

Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing

Binyuan Hui, Bowen Qin, Chenhao Ma, Fei Huang, Jinyang Li, Luo Si, Nan Huo, Reynold Cheng, Wenyu Du, Yongbin Li

arxiv:2301.07507 v1 · 2023-01-18 · cs.CL · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4FDHUIE5LSSZAGRBMDWFJ66EKL}

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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

Teaching Large Language Models to Self-Debug

Receipt and verification

First computed	2026-07-05T05:34:09.946444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1467a209d5ca5901a2160ec54fbc452e73a83968c7b495040e5d7c383e07874

Aliases

arxiv: 2301.07507 · arxiv_version: 2301.07507v1 · doi: 10.48550/arxiv.2301.07507 · pith_short_12: 4FDHUIE5LSSZ · pith_short_16: 4FDHUIE5LSSZAGRB · pith_short_8: 4FDHUIE5

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/4FDHUIE5LSSZAGRBMDWFJ66EKL \
  | 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: e1467a209d5ca5901a2160ec54fbc452e73a83968c7b495040e5d7c383e07874

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3424838539fbb415a3cadd885f8fcdb68ddf8ddf954c89bf7c8a647574ca99f",
    "cross_cats_sorted": [
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-01-18T13:29:05Z",
    "title_canon_sha256": "31dddbad9e2de884311e4211e0741b1f9bbeb3c735fc33564b177d1d58b312a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.07507",
    "kind": "arxiv",
    "version": 1
  }
}