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Pith Number

pith:6DHBEE23

pith:2025:6DHBEE23T64OQIDWJ5E5FGTRUL
not attested not anchored not stored refs pending

Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge

Hongshen Chen, Jie An, Naijun Zhan, Xiaohong Chen, Yue Fang, Zhi Jin

arxiv:2505.20658 v2 · 2025-05-27 · cs.CL

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\usepackage{pith}
\pithnumber{6DHBEE23T64OQIDWJ5E5FGTRUL}

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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

Receipt and verification
First computed 2026-07-05T11:42:29.834444Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f0ce12135b9fb8e820764f49d29a71a2f9a40d8249f7268ec55c1ed073fb4045

Aliases

arxiv: 2505.20658 · arxiv_version: 2505.20658v2 · doi: 10.48550/arxiv.2505.20658 · pith_short_12: 6DHBEE23T64O · pith_short_16: 6DHBEE23T64OQIDW · pith_short_8: 6DHBEE23
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6DHBEE23T64OQIDWJ5E5FGTRUL \
  | 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: f0ce12135b9fb8e820764f49d29a71a2f9a40d8249f7268ec55c1ed073fb4045
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "85afd6d62c4084806134b0f88c184c78c4571306cc031b0f9d30edab1db66b5a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-27T03:07:25Z",
    "title_canon_sha256": "3146d48a673054638438a2915764a3521b53450e1f5e68bd653a4b3d7f0c675f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20658",
    "kind": "arxiv",
    "version": 2
  }
}