Pith Number

pith:FH3A4JYP

pith:2026:FH3A4JYP6MPBVSOYSWFHZHOS44

not attested not anchored not stored refs pending

Beyond Satisfaction: Learning Associations Between Content, Reviews, and Well-Being

Aaron Marker, H. Andrew Schwartz, Joel Lehman

arxiv:2607.02539 v1 · 2026-06-22 · cs.SI · cs.CL · 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{FH3A4JYP6MPBVSOYSWFHZHOS44}

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	2026-07-07T00:15:59.583559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29f60e270ff31e1ac9d8958a7c9dd2e701ab889feef0eff7f369826136236bb3

Aliases

arxiv: 2607.02539 · arxiv_version: 2607.02539v1 · doi: 10.48550/arxiv.2607.02539 · pith_short_12: FH3A4JYP6MPB · pith_short_16: FH3A4JYP6MPBVSOY · pith_short_8: FH3A4JYP

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/FH3A4JYP6MPBVSOYSWFHZHOS44 \
  | 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: 29f60e270ff31e1ac9d8958a7c9dd2e701ab889feef0eff7f369826136236bb3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "071214a947a333b11dd37c755c696c923fea28de2c4859138d106bbf8e721921",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SI",
    "submitted_at": "2026-06-22T21:22:34Z",
    "title_canon_sha256": "8a12f51b909caaaee51e820b73305c7018fe4657723092138aae6b63aba95577"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02539",
    "kind": "arxiv",
    "version": 1
  }
}