Pith Number

pith:DQVKR3MB

pith:2026:DQVKR3MB7EQVPLRASKWFPXDC4K

not attested not anchored not stored refs pending

StackingNet: Collective Inference Across Independent AI Foundation Models

Chenhao Liu, Dongrui Wu, Lieyun Ding, Siyang Li, Zhigang Zeng

arxiv:2602.13792 v2 · 2026-02-14 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DQVKR3MB7EQVPLRASKWFPXDC4K}

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	2026-06-30T02:17:16.182762Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c2aa8ed81f92157ae2092ac57dc62e2978e92022114d49068b2f0d8fd451fe8

Aliases

arxiv: 2602.13792 · arxiv_version: 2602.13792v2 · doi: 10.48550/arxiv.2602.13792 · pith_short_12: DQVKR3MB7EQV · pith_short_16: DQVKR3MB7EQVPLRA · pith_short_8: DQVKR3MB

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/DQVKR3MB7EQVPLRASKWFPXDC4K \
  | 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: 1c2aa8ed81f92157ae2092ac57dc62e2978e92022114d49068b2f0d8fd451fe8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d729586951f6f18971838dadac2b83657f1d1551dff64acf17b99d73b9b324e",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-02-14T14:12:43Z",
    "title_canon_sha256": "ea4dcd04679fdfc3f319cf9906c10d75e8a85a96d6757b26fd1d3d4e4f72faa1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.13792",
    "kind": "arxiv",
    "version": 2
  }
}