Pith Number

pith:NZ6UC77Q

pith:2026:NZ6UC77QVAQSZA2RNPTWACUPZ2

not attested not anchored not stored refs pending

Calibrating Trustworthiness: Co-Designing Metrics and Visualizations for Evaluating LLMs in Education

Adam Coscia, Alex Endert, Langdon Holmes, Scott Crossley, Sujata Duwal

arxiv:2608.04006 v1 · 2026-08-04 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NZ6UC77QVAQSZA2RNPTWACUPZ2}

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	2026-08-05T01:37:41.123137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e7d417ff0a8212c83516be7600a8fce8f2b3d8846d29bfb967b9890cd48c9b6

Aliases

arxiv: 2608.04006 · arxiv_version: 2608.04006v1 · doi: 10.48550/arxiv.2608.04006 · pith_short_12: NZ6UC77QVAQS · pith_short_16: NZ6UC77QVAQSZA2R · pith_short_8: NZ6UC77Q

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/NZ6UC77QVAQSZA2RNPTWACUPZ2 \
  | 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: 6e7d417ff0a8212c83516be7600a8fce8f2b3d8846d29bfb967b9890cd48c9b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18d665843be2eb4d206004ddbbeb53fa9ebb83c88e5873fb623b9205c8bf98c7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2026-08-04T17:59:20Z",
    "title_canon_sha256": "cc737e574cbf679df8661269a705d49992ab92c65a1c278eaf0dadb67a2b4b7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.04006",
    "kind": "arxiv",
    "version": 1
  }
}