Pith Number

pith:JDTXCDLO

pith:2024:JDTXCDLOZPDTRXUCL35INFFWYO

not attested not anchored not stored refs pending

Causal Fine-Tuning under Latent Confounded Shift

Haoxuan Li, Jialin Yu, Junchi Yu, Mengyue Yang, Nevin L. Zhang, Philip Torr, Ricardo Silva, Yulan He, Yuxiang Zhou

arxiv:2410.14375 v3 · 2024-10-18 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JDTXCDLOZPDTRXUCL35INFFWYO}

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	2026-05-18T03:09:46.439164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48e7710d6ecbc738de825efa8694b6c3b7a9a54ccfa5b75b5275367235b7ec15

Aliases

arxiv: 2410.14375 · arxiv_version: 2410.14375v3 · doi: 10.48550/arxiv.2410.14375 · pith_short_12: JDTXCDLOZPDT · pith_short_16: JDTXCDLOZPDTRXUC · pith_short_8: JDTXCDLO

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/JDTXCDLOZPDTRXUCL35INFFWYO \
  | 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: 48e7710d6ecbc738de825efa8694b6c3b7a9a54ccfa5b75b5275367235b7ec15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1257c864643d337acd0fa4cc113f10ff23cf1be4272a57b7d162dadab62f3118",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-18T11:06:23Z",
    "title_canon_sha256": "3c41d8d0a8eac7fddd07590f4a6253e1e85ae0c8656d61e8d729c3f5a2c1e619"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14375",
    "kind": "arxiv",
    "version": 3
  }
}