Pith. sign in
Pith Number

pith:7GSOPSVQ

pith:2025:7GSOPSVQGM6ESP4ZCJ2CLI5O37
not attested not anchored not stored refs pending

One Task Vector is not Enough: A Large-Scale Study for In-Context Learning

Elena Tutubalina, Ivan Oseledets, Pavel Tikhonov

arxiv:2505.23911 v1 · 2025-05-29 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7GSOPSVQGM6ESP4ZCJ2CLI5O37}

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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 2026-07-05T11:12:37.602219Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f9a4e7cab0333c493f99127425a3aedfd2992f283e7c03fb6c7f981ea7d15aec

Aliases

arxiv: 2505.23911 · arxiv_version: 2505.23911v1 · doi: 10.48550/arxiv.2505.23911 · pith_short_12: 7GSOPSVQGM6E · pith_short_16: 7GSOPSVQGM6ESP4Z · pith_short_8: 7GSOPSVQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7GSOPSVQGM6ESP4ZCJ2CLI5O37 \
  | 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: f9a4e7cab0333c493f99127425a3aedfd2992f283e7c03fb6c7f981ea7d15aec
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ff34defbb1df52f53d6f00222dc904f07a88a99e933d59be1749a5c93c41c3d1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-29T18:05:12Z",
    "title_canon_sha256": "45c59d33e233cd226d40341524f873a995dca230dfd0a929c3561489428c7e13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23911",
    "kind": "arxiv",
    "version": 1
  }
}