Pith Number

pith:JQDGEE2V

pith:2025:JQDGEE2VDX6CZD3Y5XLUCJEPSF

not attested not anchored not stored refs pending

Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge

Abigail Z. Jacobs, A. Feder Cooper, Alexandra Chouldechova, Alexandra Olteanu, Angelina Wang, Chad Atalla, Dan Vann, Emily Corvi, Emily Sheng, Hannah Washington, Hanna Wallach, Jean Garcia-Gathright, Jennifer Wortman Vaughan, Matthew Vogel, Meera Desai, Nicholas Pangakis, P. Alex Dow, Solon Barocas, Stefanie Reed, Su Lin Blodgett

arxiv:2502.00561 v2 · 2025-02-01 · 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{JQDGEE2VDX6CZD3Y5XLUCJEPSF}

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

10 papers in Pith

Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering

Measuring Human Value Expression in Social Media Texts: Calibrated LLM Annotation and Encoder Transfer

AI as a Tool for Simulation-Based Experiments in Literary Studies

Why Johnny Can't Use Agents: Industry Aspirations vs. User Realities with AI Agents

Responsible Evaluation of AI for Mental Health

Receipt and verification

First computed	2026-07-05T11:17:40.325960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c066213551dfc2c8f78edd741248f9147d20981dd8aa8d69396ff3af995b937

Aliases

arxiv: 2502.00561 · arxiv_version: 2502.00561v2 · doi: 10.48550/arxiv.2502.00561 · pith_short_12: JQDGEE2VDX6C · pith_short_16: JQDGEE2VDX6CZD3Y · pith_short_8: JQDGEE2V

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/JQDGEE2VDX6CZD3Y5XLUCJEPSF \
  | 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: 4c066213551dfc2c8f78edd741248f9147d20981dd8aa8d69396ff3af995b937

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4e66f9e34438b578c345efd7b8656e69cef34f59320226bbaa310846915232a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-02-01T21:09:51Z",
    "title_canon_sha256": "782aa48e08e58ad0e7432375ae6fbb712128ef92b8ce93889a7b4978e436c6ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00561",
    "kind": "arxiv",
    "version": 2
  }
}