Pith. sign in
Pith Number

pith:B3H2E7XH

pith:2025:B3H2E7XHYT7QLP7GJLACML6N6G
not attested not anchored not stored refs pending

Concept-Level Explainability for Auditing & Steering LLM Responses

Kenza Amara, Mennatallah El-Assady, Rita Sevastjanova

arxiv:2505.07610 v2 · 2025-05-12 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{B3H2E7XHYT7QLP7GJLACML6N6G}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T11:05:24.804381Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0ecfa27ee7c4ff05bfe64ac0262fcdf1b1c5a751797c6c17bfa5585b11db9764

Aliases

arxiv: 2505.07610 · arxiv_version: 2505.07610v2 · doi: 10.48550/arxiv.2505.07610 · pith_short_12: B3H2E7XHYT7Q · pith_short_16: B3H2E7XHYT7QLP7G · pith_short_8: B3H2E7XH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/B3H2E7XHYT7QLP7GJLACML6N6G \
  | 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: 0ecfa27ee7c4ff05bfe64ac0262fcdf1b1c5a751797c6c17bfa5585b11db9764
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d2998f8c8e77fb5eac06f7252ec4dc859983b2f94fd6fd7985c9d79cfd570464",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-12T14:31:51Z",
    "title_canon_sha256": "546c4dee6c424041bb9c120c519da3e89019efe40b50718b695384b8f299928a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07610",
    "kind": "arxiv",
    "version": 2
  }
}