Pith. sign in
Pith Number

pith:IYDZSTJY

pith:2026:IYDZSTJYZDVT5DJY5NPIHSNKDB
not attested not anchored not stored refs pending

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications

Kaidi Xu, Licheng Luo, Mingyu Cai, Yixuan Wang, Yue Dong, Yu Fu

arxiv:2608.05439 v1 · 2026-08-05 · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IYDZSTJYZDVT5DJY5NPIHSNKDB}

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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.
Receipt and verification
First computed 2026-08-07T00:47:51.897785Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4607994d38c8eb3e8d38eb5e83c9aa1866d6684bbf885963c5d7928d11b46e10

Aliases

arxiv: 2608.05439 · arxiv_version: 2608.05439v1 · doi: 10.48550/arxiv.2608.05439 · pith_short_12: IYDZSTJYZDVT · pith_short_16: IYDZSTJYZDVT5DJY · pith_short_8: IYDZSTJY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IYDZSTJYZDVT5DJY5NPIHSNKDB \
  | 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: 4607994d38c8eb3e8d38eb5e83c9aa1866d6684bbf885963c5d7928d11b46e10
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6846f197f5cd75b26ba43486889f374e52dac8d0f0fc0062a3dd8f8b19c954f7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-05T22:17:09Z",
    "title_canon_sha256": "1721ceda8e9e5d15c8536649da945cf68b18366029b1ddf0147d3fcfbf98c636"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05439",
    "kind": "arxiv",
    "version": 1
  }
}