Pith Number

pith:ORXXXP7Z

pith:2025:ORXXXP7ZGZIMYRNA3PCUXK4RC2

not attested not anchored not stored refs pending

Distributed Cross-Channel Hierarchical Aggregation for Foundation Models

Aristeidis Tsaris, Dan Lu, Feiyi Wang, Isaac Lyngaas, John Lagregren, Larry York, Mohamed Wahib, Prasanna Balaprakash, Xiao Wang

arxiv:2506.21411 v1 · 2025-06-26 · 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{ORXXXP7ZGZIMYRNA3PCUXK4RC2}

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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

FOCUS: Fused Observation of Channels for Unveiling Spectra

Receipt and verification

First computed	2026-07-05T11:27:45.330270Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

746f7bbff93650cc45a0dbc54bab9116ba8ad93075b820c3c0b627e3f866cbc9

Aliases

arxiv: 2506.21411 · arxiv_version: 2506.21411v1 · doi: 10.48550/arxiv.2506.21411 · pith_short_12: ORXXXP7ZGZIM · pith_short_16: ORXXXP7ZGZIMYRNA · pith_short_8: ORXXXP7Z

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/ORXXXP7ZGZIMYRNA3PCUXK4RC2 \
  | 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: 746f7bbff93650cc45a0dbc54bab9116ba8ad93075b820c3c0b627e3f866cbc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb6c84d5aaf839720ae388defdef2f037920b7354402b62aaf1606d18743fdc6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-26T15:58:14Z",
    "title_canon_sha256": "ddc6aa512b9dacf0fde4e827e4c66509a7e776e25141b704c50b5b4478912a41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21411",
    "kind": "arxiv",
    "version": 1
  }
}