Pith Number

pith:FMCKHIVQ

pith:2023:FMCKHIVQEMAU52UYOTVF4R7I3D

not attested not anchored not stored refs pending

TRIAGE: Characterizing and auditing training data for improved regression

Jonathan Crabb\'e, Mihaela van der Schaar, Nabeel Seedat, Zhaozhi Qian

arxiv:2310.18970 v1 · 2023-10-29 · 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{FMCKHIVQEMAU52UYOTVF4R7I3D}

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.

Receipt and verification

First computed	2026-07-05T07:06:44.077577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b04a3a2b023014eea9874ea5e47e8d8f26b3491e6beaf322e66c7b582c0df24

Aliases

arxiv: 2310.18970 · arxiv_version: 2310.18970v1 · doi: 10.48550/arxiv.2310.18970 · pith_short_12: FMCKHIVQEMAU · pith_short_16: FMCKHIVQEMAU52UY · pith_short_8: FMCKHIVQ

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/FMCKHIVQEMAU52UYOTVF4R7I3D \
  | 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: 2b04a3a2b023014eea9874ea5e47e8d8f26b3491e6beaf322e66c7b582c0df24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b8f68a2d0918a20fe2cd70eb5da5d11b92e74c711b336cc9be7ce5ba5ad0a77",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-29T10:31:59Z",
    "title_canon_sha256": "0563f21c1b16884d617135be8ee4f7c8e4cfde0f1bb1a5544fb80f00fda00cda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.18970",
    "kind": "arxiv",
    "version": 1
  }
}