Pith. sign in
Pith Number

pith:RPDBSNAM

pith:2026:RPDBSNAMR6HEQ3EAKIAIMVWOXR
not attested not anchored not stored refs pending

Language-Aware Token Boosting: LLM Language Confusion Reduction Without Tuning

Nut Chukamphaeng, Pakhapoom Sarapat, Trapoom Ukarapol

arxiv:2606.08994 v1 · 2026-06-08 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RPDBSNAMR6HEQ3EAKIAIMVWOXR}

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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 2026-06-09T02:07:52.521310Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8bc619340c8f8e486c8052008656cebc68429c3ac069866c6a63e4d2a8bf0f73

Aliases

arxiv: 2606.08994 · arxiv_version: 2606.08994v1 · doi: 10.48550/arxiv.2606.08994 · pith_short_12: RPDBSNAMR6HE · pith_short_16: RPDBSNAMR6HEQ3EA · pith_short_8: RPDBSNAM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RPDBSNAMR6HEQ3EAKIAIMVWOXR \
  | 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: 8bc619340c8f8e486c8052008656cebc68429c3ac069866c6a63e4d2a8bf0f73
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4eb5f27c8bba3b347a0d83cfa5ef6cd0f0cd20a13b75fb9b429ad2050e1f7723",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-08T03:47:07Z",
    "title_canon_sha256": "4ee06f7468c0b78a71712e7ecdde9213b28a0b286a9ed934aedd3e5b22865c80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08994",
    "kind": "arxiv",
    "version": 1
  }
}