Pith. sign in
Pith Number

pith:YCMUDDJB

pith:2026:YCMUDDJB3ZALOGGCKZY3WMO74D
not attested not anchored not stored refs pending

Building Fast, Evaluating Slow: Pipeline Choices Dominate Autointerpretability Score Variance

Anna Hedstr\"om, Mennatallah El-Assady, Neele Roch, Sinie van der Ben

arxiv:2607.19386 v1 · 2026-07-01 · cs.LG · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YCMUDDJB3ZALOGGCKZY3WMO74D}

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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 2026-07-23T00:23:47.433444Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c099418d21de40b718c25671bb31dfe0da8d8f8496bbb4c4e71478a0f6408dbc

Aliases

arxiv: 2607.19386 · arxiv_version: 2607.19386v1 · doi: 10.48550/arxiv.2607.19386 · pith_short_12: YCMUDDJB3ZAL · pith_short_16: YCMUDDJB3ZALOGGC · pith_short_8: YCMUDDJB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YCMUDDJB3ZALOGGCKZY3WMO74D \
  | 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: c099418d21de40b718c25671bb31dfe0da8d8f8496bbb4c4e71478a0f6408dbc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b8771b8bf8f475d4b51e695a62881eec254851304ef1e10a5a64b77b5fc2f7d1",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-01T13:18:12Z",
    "title_canon_sha256": "d41c79b322387f95649b1716fec070d3c135496fb8151eeb5afb5448de228f87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.19386",
    "kind": "arxiv",
    "version": 1
  }
}