Pith Number

pith:47PU2W53

pith:2024:47PU2W53J5U6MIBRLTJW3VCEKM

not attested not anchored not stored refs pending

Not Just Novelty: A Longitudinal Study on Utility and Customization of an AI Workflow

Katy Ilonka Gero, Lydia B. Chilton, Tao Long

arxiv:2402.09894 v2 · 2024-02-15 · cs.HC · cs.AI · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{47PU2W53J5U6MIBRLTJW3VCEKM}

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

AI-supported data analysis boosts student motivation and reduces stress in physics education

Receipt and verification

First computed	2026-07-05T08:25:32.008478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7df4d5bbb4f69e620315cd36dd444532c42ba2c4c9145e45bd28749590a8b15

Aliases

arxiv: 2402.09894 · arxiv_version: 2402.09894v2 · doi: 10.48550/arxiv.2402.09894 · pith_short_12: 47PU2W53J5U6 · pith_short_16: 47PU2W53J5U6MIBR · pith_short_8: 47PU2W53

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/47PU2W53J5U6MIBRLTJW3VCEKM \
  | 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: e7df4d5bbb4f69e620315cd36dd444532c42ba2c4c9145e45bd28749590a8b15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5fa0a11c5f32d2ac50d892a99f1397531387c0e5841c7d1684fb7a0b1f1d5f1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-02-15T11:39:11Z",
    "title_canon_sha256": "ed5afbf9f25bd4135f0f00a1027171e4a0e10ac6df231bd0764e2a20909b9585"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09894",
    "kind": "arxiv",
    "version": 2
  }
}