Pith Number

pith:4C77CBTJ

pith:2024:4C77CBTJLISHNQCEV2WDEC6IDN

not attested not anchored not stored refs pending

Integrating Expert Judgment and Algorithmic Decision Making: An Indistinguishability Framework

Darrick K. Li, Dennis Shung, Devavrat Shah, Loren Laine, Manish Raghavan, Rohan Alur

arxiv:2410.08783 v2 · 2024-10-11 · cs.LG · cs.CY · cs.HC · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4C77CBTJLISHNQCEV2WDEC6IDN}

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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

Flexible Routing via Uncertainty Decomposition

Receipt and verification

First computed	2026-07-05T09:22:22.645119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0bff106695a2476c044aeac320bc81b7148da5c13392656db959517ad6db998

Aliases

arxiv: 2410.08783 · arxiv_version: 2410.08783v2 · doi: 10.48550/arxiv.2410.08783 · pith_short_12: 4C77CBTJLISH · pith_short_16: 4C77CBTJLISHNQCE · pith_short_8: 4C77CBTJ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/4C77CBTJLISHNQCEV2WDEC6IDN \
  | 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: e0bff106695a2476c044aeac320bc81b7148da5c13392656db959517ad6db998

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c38ea92a138093ee41d9bb26e703a71ffbd95bab3dc6dbe227d7b6c340005241",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.HC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-11T13:03:53Z",
    "title_canon_sha256": "e8d7e447cff6e3fb5f8877657b7c6e020608dcbf3705e3922e0289dd812b9ee7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08783",
    "kind": "arxiv",
    "version": 2
  }
}