Pith Number

pith:C56G2IQT

pith:2025:C56G2IQTU2UKMNK6UCROYDGVDF

not attested not anchored not stored refs pending

Beamforming-LLM: What, Where and When Did I Miss?

Vishal Choudhari

arxiv:2509.06221 v1 · 2025-09-07 · eess.AS · cs.AI · cs.CL · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C56G2IQTU2UKMNK6UCROYDGVDF}

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	2026-07-05T12:06:32.007435Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

177c6d2213a6a8a6355ea0a2ec0cd519741524858f02154bcbf6b69bb3dd56f5

Aliases

arxiv: 2509.06221 · arxiv_version: 2509.06221v1 · doi: 10.48550/arxiv.2509.06221 · pith_short_12: C56G2IQTU2UK · pith_short_16: C56G2IQTU2UKMNK6 · pith_short_8: C56G2IQT

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/C56G2IQTU2UKMNK6UCROYDGVDF \
  | 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: 177c6d2213a6a8a6355ea0a2ec0cd519741524858f02154bcbf6b69bb3dd56f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c5ff47040592e0659968769b82c1a2018b5497191e2e3db5b39861bf6c627cd4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-09-07T21:52:26Z",
    "title_canon_sha256": "099ab300443b9e013e5c32618006ba2d6dd50b0ded187b51afe9900f0717d260"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.06221",
    "kind": "arxiv",
    "version": 1
  }
}