Pith Number

pith:O2LDJB7H

pith:2024:O2LDJB7HHTWNWQGQXSLO47TD6W

not attested not anchored not stored refs pending

Structural Causality-based Generalizable Concept Discovery Models

Aidong Zhang, Guangzhi Xiong, Sanchit Sinha

arxiv:2410.15491 v1 · 2024-10-20 · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O2LDJB7HHTWNWQGQXSLO47TD6W}

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	2026-07-05T09:23:20.373502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76963487e73cecdb40d0bc96ee7e63f59da947173513c637ff3ae109cb57817f

Aliases

arxiv: 2410.15491 · arxiv_version: 2410.15491v1 · doi: 10.48550/arxiv.2410.15491 · pith_short_12: O2LDJB7HHTWN · pith_short_16: O2LDJB7HHTWNWQGQ · pith_short_8: O2LDJB7H

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/O2LDJB7HHTWNWQGQXSLO47TD6W \
  | 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: 76963487e73cecdb40d0bc96ee7e63f59da947173513c637ff3ae109cb57817f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "597320b5bc63909a3f37b25e124739752324d417c0d065d4aea7570d887fe660",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-20T20:09:47Z",
    "title_canon_sha256": "2af78a915ecda92440eaa7af2573894fc0b50524b6b1a68a66bbb64169fd8fbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15491",
    "kind": "arxiv",
    "version": 1
  }
}