Pith Number

pith:UNBRJVQ7

pith:2023:UNBRJVQ7YWPFH5ZEB3TYSI4RY3

not attested not anchored not stored refs pending

Consistent Explanations in the Face of Model Indeterminacy via Ensembling

Dan Ley, Himabindu Lakkaraju, Hongjin Lin, Leonard Tang, Matthew Nazari, Suraj Srinivas

arxiv:2306.06193 v2 · 2023-06-09 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UNBRJVQ7YWPFH5ZEB3TYSI4RY3}

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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

Argumentative Ensembling for Robust Recourse under Model Multiplicity

Receipt and verification

First computed	2026-07-05T06:20:00.851390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a34314d61fc59e53f7240ee7892391c6ffe8a10f202c609512147aeb1eed3032

Aliases

arxiv: 2306.06193 · arxiv_version: 2306.06193v2 · doi: 10.48550/arxiv.2306.06193 · pith_short_12: UNBRJVQ7YWPF · pith_short_16: UNBRJVQ7YWPFH5ZE · pith_short_8: UNBRJVQ7

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/UNBRJVQ7YWPFH5ZEB3TYSI4RY3 \
  | 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: a34314d61fc59e53f7240ee7892391c6ffe8a10f202c609512147aeb1eed3032

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cfcff0c08c82edec71837f9a11eefc78c9d1e11cc7ceece414319551da09549",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-09T18:45:43Z",
    "title_canon_sha256": "c2a1e0ce25356104201261e73127a4d99bd04914e055f301d8befdfc76f408a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.06193",
    "kind": "arxiv",
    "version": 2
  }
}