Pith Number

pith:RVXSGXA7

pith:2026:RVXSGXA7X7BNS2KTEDGHEO7LU3

not attested not anchored not stored refs pending

When Surveys Become Conversations: Adaptive Matrix Validation for AI-Assisted Interviews

Tyler H. McCormick

arxiv:2606.24244 v1 · 2026-06-23 · stat.ME · cs.CY · cs.HC · econ.EM · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RVXSGXA7X7BNS2KTEDGHEO7LU3}

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	2026-06-24T01:14:47.851974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d6f235c1fbfc2d9695320cc723beba6cf96d218298931e19e8aa75ea6edccde

Aliases

arxiv: 2606.24244 · arxiv_version: 2606.24244v1 · doi: 10.48550/arxiv.2606.24244 · pith_short_12: RVXSGXA7X7BN · pith_short_16: RVXSGXA7X7BNS2KT · pith_short_8: RVXSGXA7

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/RVXSGXA7X7BNS2KTEDGHEO7LU3 \
  | 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: 8d6f235c1fbfc2d9695320cc723beba6cf96d218298931e19e8aa75ea6edccde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03f78970a8984a3d784c15efbf57d3e4a2c6eb0c087af6d0fd28d19429ddfce1",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.HC",
      "econ.EM",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2026-06-23T07:30:39Z",
    "title_canon_sha256": "4a2862fdd782381b9cf6a1cc61d516ad409b816a4ad54a5c8b4890f329bf95f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24244",
    "kind": "arxiv",
    "version": 1
  }
}