Pith Number

pith:MKLIFI23

pith:2025:MKLIFI237CO7WI65O5JQ2NRQUA

not attested not anchored not stored refs pending

From Guidelines to Guarantees: A Graph-Based Evaluation Harness for Domain-Specific Evaluation of LLMs

Guillaume Chabot-Couture, Jessica M. Lundin, Usman Nasir Nakakana

arxiv:2508.20810 v3 · 2025-08-28 · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MKLIFI237CO7WI65O5JQ2NRQUA}

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	2026-05-20T00:00:23.014334Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

629682a35bf89dfb23dd77530d3630a0232faab0543b72ddfa915f54b2cf5022

Aliases

arxiv: 2508.20810 · arxiv_version: 2508.20810v3 · doi: 10.48550/arxiv.2508.20810 · pith_short_12: MKLIFI237CO7 · pith_short_16: MKLIFI237CO7WI65 · pith_short_8: MKLIFI23

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/MKLIFI237CO7WI65O5JQ2NRQUA \
  | 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: 629682a35bf89dfb23dd77530d3630a0232faab0543b72ddfa915f54b2cf5022

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56a2d87ebeeb2506505caf256bffe8a35c6add182ba5fd1d456975cf50e8e570",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-28T14:10:59Z",
    "title_canon_sha256": "5e4db8f4b1e548f0dfc2b675e85bf20175d8e149f9af971c9fac7edcc0e137d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.20810",
    "kind": "arxiv",
    "version": 3
  }
}