Pith. sign in
Pith Number

pith:ZSW4DMPF

pith:2024:ZSW4DMPFYTYDXFXWJXCZGXQ4QD
not attested not anchored not stored refs pending

Can Unconfident LLM Annotations Be Used for Confident Conclusions?

Cinoo Lee, Dan Jurafsky, Emmanuel J. Cand\`es, Kristina Gligori\'c, Tijana Zrnic

arxiv:2408.15204 v2 · 2024-08-27 · cs.CL · cs.AI · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZSW4DMPFYTYDXFXWJXCZGXQ4QD}

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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 2026-07-05T10:11:23.464275Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ccadc1b1e5c4f03b96f64dc5935e1c80eb8b6005f152cad2d0e0c0f34bac7503

Aliases

arxiv: 2408.15204 · arxiv_version: 2408.15204v2 · doi: 10.48550/arxiv.2408.15204 · pith_short_12: ZSW4DMPFYTYD · pith_short_16: ZSW4DMPFYTYDXFXW · pith_short_8: ZSW4DMPF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZSW4DMPFYTYDXFXWJXCZGXQ4QD \
  | 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: ccadc1b1e5c4f03b96f64dc5935e1c80eb8b6005f152cad2d0e0c0f34bac7503
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "008a7f94f61d3dc0afded429abd0b3a41cabbda31a435b7bfdc7da085ef79eba",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-27T17:03:18Z",
    "title_canon_sha256": "d5e6632ee4e02148f6388a8e12b7b7f81f186797e00e52bfccb9e2fa85104a2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.15204",
    "kind": "arxiv",
    "version": 2
  }
}