Pith Number

pith:FDE6ZDII

pith:2024:FDE6ZDIIOPT3P6565QWRVMDERE

not attested not anchored not stored refs pending

Learning With Multi-Group Guarantees For Clusterable Subpopulations

Eric Zhao, Jessica Dai, Nika Haghtalab

arxiv:2410.14588 v2 · 2024-10-18 · cs.LG · 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{FDE6ZDIIOPT3P6565QWRVMDERE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

From Individual Experience to Collective Evidence: A Reporting-Based Framework for Identifying Systemic Harms

Receipt and verification

First computed	2026-07-05T09:45:56.461079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28c9ec8d0873e7b7fbbeec2d1ab064891818397ed00012f98f54f457c0a19218

Aliases

arxiv: 2410.14588 · arxiv_version: 2410.14588v2 · doi: 10.48550/arxiv.2410.14588 · pith_short_12: FDE6ZDIIOPT3 · pith_short_16: FDE6ZDIIOPT3P656 · pith_short_8: FDE6ZDII

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/FDE6ZDIIOPT3P6565QWRVMDERE \
  | 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: 28c9ec8d0873e7b7fbbeec2d1ab064891818397ed00012f98f54f457c0a19218

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f60b528b64ad36d7a62dfa925eaea2224ddb09c0cdfeaa4c5ac72a356717fb3f",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-18T16:38:55Z",
    "title_canon_sha256": "bc15d8455a7e2b96d972b6383202f5de08865c12d91b860ad2fe259c0d63a50b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14588",
    "kind": "arxiv",
    "version": 2
  }
}