Pith Number

pith:U25FDU25

pith:2024:U25FDU25N3E7ARBV25HTLKDN62

not attested not anchored not stored refs pending

The Cost of Arbitrariness for Individuals: Examining the Legal and Technical Challenges of Model Multiplicity

Golnoosh Farnadi, Ignacio Cofone, Ihsan Ibrahim Daldaban, Prakhar Ganesh

arxiv:2407.13070 v2 · 2024-05-28 · cs.CY · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U25FDU25N3E7ARBV25HTLKDN62}

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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

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective

Receipt and verification

First computed	2026-07-05T09:06:43.036447Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6ba51d35d6ec9f04435d74f35a86df6907a981843f82596331ee6f23ea2fe2a

Aliases

arxiv: 2407.13070 · arxiv_version: 2407.13070v2 · doi: 10.48550/arxiv.2407.13070 · pith_short_12: U25FDU25N3E7 · pith_short_16: U25FDU25N3E7ARBV · pith_short_8: U25FDU25

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/U25FDU25N3E7ARBV25HTLKDN62 \
  | 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: a6ba51d35d6ec9f04435d74f35a86df6907a981843f82596331ee6f23ea2fe2a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9bc540a1a5fb30715037dea8d80a851f9c47a8f9ee6ddd9cab6df5718fc4529",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-05-28T21:54:03Z",
    "title_canon_sha256": "352b1ae79899462f5cb3ecaeb2fe3dc3ccff13f164ecad1266d7e1c6d6b52ab0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.13070",
    "kind": "arxiv",
    "version": 2
  }
}