Pith Number

pith:TOBTS6WN

pith:2025:TOBTS6WNDVNWPM2J6RCGPGWVKA

not attested not anchored not stored refs pending

Statistical Inference for Responsiveness Verification

Berk Ustun, Bogdan Kulynych, Meredith Stewart, Seung Hyun Cheon, Tsui-Wei Weng

arxiv:2507.02169 v1 · 2025-07-02 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TOBTS6WNDVNWPM2J6RCGPGWVKA}

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	2026-07-05T11:31:13.104710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b83397acd1d5b67b349f444679ad5502ed4bdd50944b0e6da03c98b51da357e

Aliases

arxiv: 2507.02169 · arxiv_version: 2507.02169v1 · doi: 10.48550/arxiv.2507.02169 · pith_short_12: TOBTS6WNDVNW · pith_short_16: TOBTS6WNDVNWPM2J · pith_short_8: TOBTS6WN

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/TOBTS6WNDVNWPM2J6RCGPGWVKA \
  | 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: 9b83397acd1d5b67b349f444679ad5502ed4bdd50944b0e6da03c98b51da357e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14f642cf34b126f06b25c7de50ae33d3e6fbf21f3506e02fb5b8e6f1d1448c10",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-02T21:50:08Z",
    "title_canon_sha256": "0bd2ade82ac29dffac665c982b6928d59dd65bf2a6d6b07b88e34d97aec2a3a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02169",
    "kind": "arxiv",
    "version": 1
  }
}