Pith Number

pith:LNISDA6E

pith:2025:LNISDA6EDN4IYCNJ2X3J2GUJ5F

not attested not anchored not stored refs pending

Text2Cypher Across Languages: Evaluating and Finetuning LLMs

Makbule Gulcin Ozsoy, William Tai

arxiv:2506.21445 v2 · 2025-06-26 · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LNISDA6EDN4IYCNJ2X3J2GUJ5F}

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

2 papers in Pith

CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment

KG2Cypher: Data-Centric Pipeline for Building Enterprise Text-to-Cypher Systems

Receipt and verification

First computed	2026-07-05T12:05:18.188585Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b512183c41b788c09a9d5f69d1a89e95df46e6d20af2265ed397b87fa757002

Aliases

arxiv: 2506.21445 · arxiv_version: 2506.21445v2 · doi: 10.48550/arxiv.2506.21445 · pith_short_12: LNISDA6EDN4I · pith_short_16: LNISDA6EDN4IYCNJ · pith_short_8: LNISDA6E

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/LNISDA6EDN4IYCNJ2X3J2GUJ5F \
  | 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: 5b512183c41b788c09a9d5f69d1a89e95df46e6d20af2265ed397b87fa757002

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01fdd03760851db2abf277e600c404a56eeec76fcecf7fa31e4d69f7a7fa4a1a",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-26T16:31:10Z",
    "title_canon_sha256": "ea918d45628ae1b5bd5376b307d1b8700054b52d73edcda53dc91d69a31379eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21445",
    "kind": "arxiv",
    "version": 2
  }
}