Pith. sign in
Pith Number

pith:OB77MC6S

pith:2026:OB77MC6SQ6WBDVDI66YJJLDJBU
not attested not anchored not stored refs pending

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement

Aditya Koul, Ajo Babu George, Amit Sharma, Anurag Mahipal, Dashpreet Singh, Hriday Rana, Kunal Tilaganji, Manan Jain, Nagarajan Natarajan, Sidharth Gupta, Uma Ranjan, Vineeth Balasubramanian

arxiv:2608.10725 v1 · 2026-08-11 · cs.CV · cs.SC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OB77MC6SQ6WBDVDI66YJJLDJBU}

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 2026-08-12T01:23:08.558963Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

707ff60bd287ac11d468f7b094ac690d0ccda13cc9d5494672f730d7b4f5a445

Aliases

arxiv: 2608.10725 · arxiv_version: 2608.10725v1 · doi: 10.48550/arxiv.2608.10725 · pith_short_12: OB77MC6SQ6WB · pith_short_16: OB77MC6SQ6WBDVDI · pith_short_8: OB77MC6S
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OB77MC6SQ6WBDVDI66YJJLDJBU \
  | 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: 707ff60bd287ac11d468f7b094ac690d0ccda13cc9d5494672f730d7b4f5a445
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "608df2f16312b2bea03bb7409f3a1771c1b02eda9aaee23c23b612a2eace5200",
    "cross_cats_sorted": [
      "cs.SC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-08-11T09:43:14Z",
    "title_canon_sha256": "6d93785dc45a05318874671351a81abe95f6bac6ca1a316108bf9633cf01d41c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10725",
    "kind": "arxiv",
    "version": 1
  }
}