Pith. sign in
Pith Number

pith:DEYOY5QX

pith:2025:DEYOY5QXAATKTCNMJMZBE2C2XY
not attested not anchored not stored refs pending

Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation

Haobo Wang, Jindong Wang, Junbo Zhao, Mingxuan Xia, Runze Wu, Yixuan Li, Zewei Yu

arxiv:2506.03857 v1 · 2025-06-04 · cs.LG · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DEYOY5QXAATKTCNMJMZBE2C2XY}

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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 2026-07-05T11:15:52.927384Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1930ec76170026a989ac4b3212685abe3d3d21f6cf9b13cd4c2a991754c0ca62

Aliases

arxiv: 2506.03857 · arxiv_version: 2506.03857v1 · doi: 10.48550/arxiv.2506.03857 · pith_short_12: DEYOY5QXAATK · pith_short_16: DEYOY5QXAATKTCNM · pith_short_8: DEYOY5QX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DEYOY5QXAATKTCNMJMZBE2C2XY \
  | 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: 1930ec76170026a989ac4b3212685abe3d3d21f6cf9b13cd4c2a991754c0ca62
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b928956159525673bb8c88700c4319f719bc7005d464451f53ee22363e61e0b6",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-04T11:42:37Z",
    "title_canon_sha256": "2c6c9ba911867b9ae85ecb2c887b6297a26927a65bbcc1e29fa012473d82e439"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03857",
    "kind": "arxiv",
    "version": 1
  }
}