Pith Number

pith:UXKA2AQY

pith:2025:UXKA2AQY5YTNYXO7EMLFD6UISH

not attested not anchored not stored refs pending

Enhancing Text2Cypher with Schema Filtering

Makbule Gulcin Ozsoy

arxiv:2505.05118 v2 · 2025-05-08 · cs.DB · 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{UXKA2AQY5YTNYXO7EMLFD6UISH}

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

CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment

LLM+Graph@VLDB'2025 Workshop Summary

Extending Confidence-Based Text2Cypher with Grammar and Schema Aware Filtering

Receipt and verification

First computed	2026-07-05T12:05:03.878276Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5d40d0218ee26dc5ddf231651fa8891c8edd088d4d8230c585f98c2ada500d3

Aliases

arxiv: 2505.05118 · arxiv_version: 2505.05118v2 · doi: 10.48550/arxiv.2505.05118 · pith_short_12: UXKA2AQY5YTN · pith_short_16: UXKA2AQY5YTNYXO7 · pith_short_8: UXKA2AQY

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/UXKA2AQY5YTNYXO7EMLFD6UISH \
  | 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: a5d40d0218ee26dc5ddf231651fa8891c8edd088d4d8230c585f98c2ada500d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce3b9674053630f278893fc1e7b3ba0207138f35507073591d12c52abd623c41",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2025-05-08T10:42:20Z",
    "title_canon_sha256": "007feedb7b9c9bbba7bc174d1952862839b19815b1d41d3762b304809b65bff6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.05118",
    "kind": "arxiv",
    "version": 2
  }
}