Pith Number

pith:HP223UES

pith:2025:HP223UES2OVPJOUSZSMMQAGJKI

not attested not anchored not stored refs pending

Agent Context Protocols Enhance Collective Inference

Ameet Deshpande, Arjun Beniwal, Ashwin Kalyan, Devansh Bhardwaj, Karthik R. Narasimhan, Shreyas Chaudhari, Tanmay Rajpurohit, Vishvak Murahari

arxiv:2505.14569 v1 · 2025-05-20 · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HP223UES2OVPJOUSZSMMQAGJKI}

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

State-Centric Decision Process

Receipt and verification

First computed	2026-07-05T11:06:15.747625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3bf5add092d3aaf4ba92cc98c800c9520987c3ec2ebf8a94d9e472b61586b95f

Aliases

arxiv: 2505.14569 · arxiv_version: 2505.14569v1 · doi: 10.48550/arxiv.2505.14569 · pith_short_12: HP223UES2OVP · pith_short_16: HP223UES2OVPJOUS · pith_short_8: HP223UES

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/HP223UES2OVPJOUSZSMMQAGJKI \
  | 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: 3bf5add092d3aaf4ba92cc98c800c9520987c3ec2ebf8a94d9e472b61586b95f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ae2477c0f83328c2c6008ee795ab2e1d2cff2755a7537135352a1baf38a6d11",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-20T16:28:08Z",
    "title_canon_sha256": "e581128eec7bce88951d0b4c58db88bf618482a5a2e7b3c86a311e8d29d9aa9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14569",
    "kind": "arxiv",
    "version": 1
  }
}