Pith Number

pith:AADCJBXX

pith:2024:AADCJBXXI33NKHSR722JNH3IHG

not attested not anchored not stored refs pending

A Framework for Evaluating LLMs Under Task Indeterminacy

Alexandra Chouldechova, Hanna Wallach, Luke Guerdan, Solon Barocas

arxiv:2411.13760 v1 · 2024-11-21 · cs.LG · cs.CL · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AADCJBXXI33NKHSR722JNH3IHG}

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	2026-07-05T09:38:36.834383Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00062486f746f6d51e51feb4969f6839af07790612ed43900ebf755b1d188e6c

Aliases

arxiv: 2411.13760 · arxiv_version: 2411.13760v1 · doi: 10.48550/arxiv.2411.13760 · pith_short_12: AADCJBXXI33N · pith_short_16: AADCJBXXI33NKHSR · pith_short_8: AADCJBXX

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/AADCJBXXI33NKHSR722JNH3IHG \
  | 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: 00062486f746f6d51e51feb4969f6839af07790612ed43900ebf755b1d188e6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a2a5573162688c5b9e612bd5eebf7234d32d9d025d9fe105394e07692021842",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-21T00:15:44Z",
    "title_canon_sha256": "0df08a4cf055596f6e909c1c1ae928f3a9adf91f7a143c4bf5545eadf6908f5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13760",
    "kind": "arxiv",
    "version": 1
  }
}