Pith Number

pith:7LY5LLUY

pith:2026:7LY5LLUY7LE6PFPE4QS4KA6ZK3

not attested not anchored not stored refs pending

Declarative by Design, Assistable Only by Convention: Benchmarking Multi-Agent Frameworks for AI-Assistability

Shafiuddin Rehan Ahmed, Sourabh Deshpande

arxiv:2602.11198 v2 · 2026-02-03 · 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{7LY5LLUY7LE6PFPE4QS4KA6ZK3}

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	2026-07-15T00:21:16.464676Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

faf1d5ae98fac9e795e4e425c503d956de4c56c39b736cee9e7810e5205dcee8

Aliases

arxiv: 2602.11198 · arxiv_version: 2602.11198v2 · doi: 10.48550/arxiv.2602.11198 · pith_short_12: 7LY5LLUY7LE6 · pith_short_16: 7LY5LLUY7LE6PFPE · pith_short_8: 7LY5LLUY

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/7LY5LLUY7LE6PFPE4QS4KA6ZK3 \
  | 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: faf1d5ae98fac9e795e4e425c503d956de4c56c39b736cee9e7810e5205dcee8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d3b1f73bd89c004f7768e4c547140a5c44c6f8fb14523ec3a21f03209062bda",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-02-03T01:10:59Z",
    "title_canon_sha256": "42e8b64ea27d3328ab04cc0197dc4911a2f936df6308465cf7b3876ca1fe9301"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.11198",
    "kind": "arxiv",
    "version": 2
  }
}