Pith Number

pith:6R6JLMPI

pith:2025:6R6JLMPI6XU3I5QZFIDB35V5PM

not attested not anchored not stored refs pending

Human-AI Interaction and User Satisfaction: Empirical Evidence from Online Reviews of AI Products

Stefan Pasch, Sun-Young Ha

arxiv:2503.17955 v2 · 2025-03-23 · cs.HC · 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{6R6JLMPI6XU3I5QZFIDB35V5PM}

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.

Cited by

1 paper in Pith

Bottom-Up Perspectives on AI Governance: Insights from User Reviews of AI Products

Receipt and verification

First computed	2026-07-05T10:38:45.819700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f47c95b1e8f5e9b476192a061df6bd7b2c2f78523066853a23205f20d4774628

Aliases

arxiv: 2503.17955 · arxiv_version: 2503.17955v2 · doi: 10.48550/arxiv.2503.17955 · pith_short_12: 6R6JLMPI6XU3 · pith_short_16: 6R6JLMPI6XU3I5QZ · pith_short_8: 6R6JLMPI

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/6R6JLMPI6XU3I5QZFIDB35V5PM \
  | 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: f47c95b1e8f5e9b476192a061df6bd7b2c2f78523066853a23205f20d4774628

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43ff4c07c2216ef1583a10c7576d9da1e14a2214639c36502934fea3aec4ac64",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-03-23T06:16:49Z",
    "title_canon_sha256": "68ea1a76a200179d32f36c78f36c2623db4b4f2a619d031b8410d9c776b6f676"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.17955",
    "kind": "arxiv",
    "version": 2
  }
}