Pith Number

pith:BNBUFXES

pith:2024:BNBUFXESK3BBMVL445EPCX7EKD

not attested not anchored not stored refs pending

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:2411.10939 v1 · 2024-11-17 · 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{BNBUFXESK3BBMVL445EPCX7EKD}

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

4 papers in Pith

Healthcare LLM Benchmarks Are Only as Good as Their Explicit Assumptions

Defining Cultural Capabilities for AI Evaluation: A Taxonomy Grounded in Intercultural Communication Theory

From Controlled to the Wild: Evaluation of Pentesting Agents for the Real-World

Bye Bye Perspective API: Lessons for Measurement Infrastructure in NLP, CSS and LLM Evaluation

Receipt and verification

First computed	2026-07-05T09:36:25.595666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b4342dc9256c216557ce748f15fe450c88b94138308d607a59afa3bf48b06ee

Aliases

arxiv: 2411.10939 · arxiv_version: 2411.10939v1 · doi: 10.48550/arxiv.2411.10939 · pith_short_12: BNBUFXESK3BB · pith_short_16: BNBUFXESK3BBMVL4 · pith_short_8: BNBUFXES

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/BNBUFXESK3BBMVL445EPCX7EKD \
  | 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: 0b4342dc9256c216557ce748f15fe450c88b94138308d607a59afa3bf48b06ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8dad69df55fb91165c93a4a3dfc59a5da44525950e4f3ae736969c74d2ccdad2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-11-17T02:35:30Z",
    "title_canon_sha256": "d15ce5e83be69d5d8fe8f2c1ac83e6be558ed9c34572a36e1064ff69a178804e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10939",
    "kind": "arxiv",
    "version": 1
  }
}