pith. sign in
Pith Number

pith:GQ32VBEB

pith:2026:GQ32VBEBYTK2GFNHVHPY5FW4J3
not attested not anchored not stored refs pending

TriEval: A Resource-Efficient Pipeline for LLM Bias, Toxicity, and Truthfulness Assessment

Akshatha Srikantha, Manpreet Singh, Shyamal Lakhanpal, Yash Jajoo

arxiv:2606.03036 v1 · 2026-06-02 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GQ32VBEBYTK2GFNHVHPY5FW4J3}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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 2026-06-03T01:05:29.886642Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3437aa8481c4d5a315a7a9df8e96dc4efd02c1633b79f5c2c4a086d21e99dd8a

Aliases

arxiv: 2606.03036 · arxiv_version: 2606.03036v1 · doi: 10.48550/arxiv.2606.03036 · pith_short_12: GQ32VBEBYTK2 · pith_short_16: GQ32VBEBYTK2GFNH · pith_short_8: GQ32VBEB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GQ32VBEBYTK2GFNHVHPY5FW4J3 \
  | 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: 3437aa8481c4d5a315a7a9df8e96dc4efd02c1633b79f5c2c4a086d21e99dd8a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "66ca38123eaded1de40a93210dcbda032ceb4cf245b22c84abadf77ea1dd42b8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-02T02:21:38Z",
    "title_canon_sha256": "8d645d3e5688d8902f66ac5da0eb8042efb7831a1992d61bd756d420740a6c86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03036",
    "kind": "arxiv",
    "version": 1
  }
}