Pith Number

pith:Z4UXEZ77

pith:2024:Z4UXEZ77YEBPBOHC3YDCJMH7N3

not attested not anchored not stored refs pending

Assessing and Verifying Task Utility in LLM-Powered Applications

Ahmed Awadallah, Charles L. A. Clarke, Chi Wang, Julia Kiseleva, Negar Arabzadeh, Nikhil Mehta, Qinqyun Wu, Siqing Huo

arxiv:2405.02178 v2 · 2024-05-03 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z4UXEZ77YEBPBOHC3YDCJMH7N3}

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

Why Do Multi-Agent LLM Systems Fail?

Receipt and verification

First computed	2026-07-05T08:18:08.247924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf297267ffc102f0b8e2de0624b0ff6ee04aeff44c2d5629470d6c2e9a164433

Aliases

arxiv: 2405.02178 · arxiv_version: 2405.02178v2 · doi: 10.48550/arxiv.2405.02178 · pith_short_12: Z4UXEZ77YEBP · pith_short_16: Z4UXEZ77YEBPBOHC · pith_short_8: Z4UXEZ77

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/Z4UXEZ77YEBPBOHC3YDCJMH7N3 \
  | 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: cf297267ffc102f0b8e2de0624b0ff6ee04aeff44c2d5629470d6c2e9a164433

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e92f5b2bb2e45fd96e9c7681cbd877edf6228c9f51d27e375684e8b40852b9c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-03T15:26:27Z",
    "title_canon_sha256": "419820760c31f7ab14f6c3a9c3f3eec34acbeaf81cfbc9f3d3675ae18652be31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02178",
    "kind": "arxiv",
    "version": 2
  }
}