Pith. sign in
Pith Number

pith:YIFOXS37

pith:2026:YIFOXS37IXS64WOYQONRNQRSPZ
not attested not anchored not stored refs pending

Are You Sure You're Sure? On the Impact of Instruction Tuning on Confidence and Lexical Diversity

Irina Proskurina, Mayank Kumar, Oyindolapo O. Komolafe

arxiv:2608.13430 v1 · 2026-08-13 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YIFOXS37IXS64WOYQONRNQRSPZ}

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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 2026-08-14T01:04:25.617499Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c20aebcb7f45e5ee59d8839b16c2327e7e3176ee13a3a77fa55398c2af8bfbd0

Aliases

arxiv: 2608.13430 · arxiv_version: 2608.13430v1 · doi: 10.48550/arxiv.2608.13430 · pith_short_12: YIFOXS37IXS6 · pith_short_16: YIFOXS37IXS64WOY · pith_short_8: YIFOXS37
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YIFOXS37IXS64WOYQONRNQRSPZ \
  | 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: c20aebcb7f45e5ee59d8839b16c2327e7e3176ee13a3a77fa55398c2af8bfbd0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a2f57e51de0f2586bbe7dfadeadcbf587b6580d1f681acebd560e894bbe0c90b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-13T16:18:45Z",
    "title_canon_sha256": "59bf21589bdf8be240ebd10cf58cb3831782dcee88c51ce5cbcc5ea27910bf9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.13430",
    "kind": "arxiv",
    "version": 1
  }
}