Pith Number

pith:NQQW7F6V

pith:2026:NQQW7F6VHCT6VMDXHH3SRUOGOX

not attested not anchored not stored refs pending

Disentangling Intrinsic Importance from Emergent Structure in Multi-Expert Orchestration

Sudipto Ghosh, Sujoy Nath, Sunny Manchanda, Tanmoy Chakraborty

arxiv:2602.04291 v2 · 2026-02-04 · cs.LG · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NQQW7F6VHCT6VMDXHH3SRUOGOX}

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	2026-06-23T02:13:20.600151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c216f97d538a7eab07739f728d1c675c8226ae1d8455390e0c8d3edcb32a35d

Aliases

arxiv: 2602.04291 · arxiv_version: 2602.04291v2 · doi: 10.48550/arxiv.2602.04291 · pith_short_12: NQQW7F6VHCT6 · pith_short_16: NQQW7F6VHCT6VMDX · pith_short_8: NQQW7F6V

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/NQQW7F6VHCT6VMDXHH3SRUOGOX \
  | 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: 6c216f97d538a7eab07739f728d1c675c8226ae1d8455390e0c8d3edcb32a35d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab535f65c5707e2fec82d5ee328c961e9e19a532a784cb74f1f4d2d43935b6bb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-04T07:41:32Z",
    "title_canon_sha256": "7bae0e5ca19a8c054d846ba17effb25495f7749081723a62a7b564668dd00fd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.04291",
    "kind": "arxiv",
    "version": 2
  }
}