Pith. sign in
Pith Number

pith:J4WGMCF3

pith:2023:J4WGMCF3NGCKX4OK72XJ3IKQD5
not attested not anchored not stored refs pending

Designing LLM Chains by Adapting Techniques from Crowdsourcing Workflows

Daniel S. Weld, Jeffrey Heer, Madeleine Grunde-McLaughlin, Michelle S. Lam, Ranjay Krishna

arxiv:2312.11681 v4 · 2023-12-18 · cs.HC · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{J4WGMCF3NGCKX4OK72XJ3IKQD5}

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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 2026-07-05T09:44:33.056693Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4f2c6608bb6984abf1cafeae9da1501f779bcab1793ac79f0df10a3e32405fbe

Aliases

arxiv: 2312.11681 · arxiv_version: 2312.11681v4 · doi: 10.48550/arxiv.2312.11681 · pith_short_12: J4WGMCF3NGCK · pith_short_16: J4WGMCF3NGCKX4OK · pith_short_8: J4WGMCF3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/J4WGMCF3NGCKX4OK72XJ3IKQD5 \
  | 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: 4f2c6608bb6984abf1cafeae9da1501f779bcab1793ac79f0df10a3e32405fbe
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "066d0c13d52b28a0ef72ec068abb46386d58f5688cae085ea8884520e300a2c1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-12-18T20:01:58Z",
    "title_canon_sha256": "54b962ce61e317317b22bda8556121eab31145dfb178e14112af8b7ca0895490"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11681",
    "kind": "arxiv",
    "version": 4
  }
}