Pith Number

pith:JINCXUY3

pith:2024:JINCXUY3HUPAZ6GTJCNRV7TER4

not attested not anchored not stored refs pending

A Causal Framework for Evaluating Deferring Systems

Andrea Pugnana, Filippo Palomba, Jos\'e Manuel Alvarez, Salvatore Ruggieri

arxiv:2405.18902 v2 · 2024-05-29 · cs.LG · cs.AI · 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{JINCXUY3HUPAZ6GTJCNRV7TER4}

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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

One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence

Receipt and verification

First computed	2026-07-05T10:45:08.570482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a1a2bd31b3d1e0cf8d3489b1afe648f0efe16fd6454a7f77220175f7ce4fe5b

Aliases

arxiv: 2405.18902 · arxiv_version: 2405.18902v2 · doi: 10.48550/arxiv.2405.18902 · pith_short_12: JINCXUY3HUPA · pith_short_16: JINCXUY3HUPAZ6GT · pith_short_8: JINCXUY3

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/JINCXUY3HUPAZ6GTJCNRV7TER4 \
  | 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: 4a1a2bd31b3d1e0cf8d3489b1afe648f0efe16fd6454a7f77220175f7ce4fe5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9d49a3c3bf1cc150f211ed3b2b2e7a56f7d1cc5ebdc21489033fade88fe0a68",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-29T09:03:44Z",
    "title_canon_sha256": "9b0a6b3bb565c93191191f85b1f79f189fa0a35d3e7af3cde72da87ecd19ee32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18902",
    "kind": "arxiv",
    "version": 2
  }
}