Pith. sign in
Pith Number

pith:VVXTSAWP

pith:2026:VVXTSAWPNKQR7XJXGN6L5LZKS2
not attested not anchored not stored refs pending

The Spectral Structure of Latent Treatment Effects

Bijan Mazaheri, Hamza Virk, Yihren Wu

arxiv:2607.10926 v1 · 2026-07-12 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VVXTSAWPNKQR7XJXGN6L5LZKS2}

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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.
Receipt and verification
First computed 2026-07-14T01:21:48.076276Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ad6f3902cf6aa11fdd37337cbeaf2a96806e7060709858b35073cb0b8b84210c

Aliases

arxiv: 2607.10926 · arxiv_version: 2607.10926v1 · doi: 10.48550/arxiv.2607.10926 · pith_short_12: VVXTSAWPNKQR · pith_short_16: VVXTSAWPNKQR7XJX · pith_short_8: VVXTSAWP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VVXTSAWPNKQR7XJXGN6L5LZKS2 \
  | 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: ad6f3902cf6aa11fdd37337cbeaf2a96806e7060709858b35073cb0b8b84210c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c4fbfd3728fb35f48cb1b66503f626f991cbf741604a4b95cdf69d56e32c504f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-12T21:23:13Z",
    "title_canon_sha256": "f8cead2978d74fe358a700e1434067385bac14885a624ca5ac117c4e17bb6d8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.10926",
    "kind": "arxiv",
    "version": 1
  }
}