Pith Number

pith:7VF7EEWE

pith:2026:7VF7EEWEYMFYFVJL77COJ6LZJI

not attested not anchored not stored refs pending

A Finetuned SpeechLLM for Joint Multi-Granular L2 Assessment and Natural-Language Rationales

Aditya Kamlesh Parikh, Catia Cucchiarini, Cristian Tejedor-Garcia, Helmer Strik

arxiv:2606.09470 v1 · 2026-06-08 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7VF7EEWEYMFYFVJL77COJ6LZJI}

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	2026-06-09T02:08:50.300949Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd4bf212c4c30b82d52bffc4e4f9794a289402d4d65dfe60d0a282f178a4e7f4

Aliases

arxiv: 2606.09470 · arxiv_version: 2606.09470v1 · doi: 10.48550/arxiv.2606.09470 · pith_short_12: 7VF7EEWEYMFY · pith_short_16: 7VF7EEWEYMFYFVJL · pith_short_8: 7VF7EEWE

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/7VF7EEWEYMFYFVJL77COJ6LZJI \
  | 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: fd4bf212c4c30b82d52bffc4e4f9794a289402d4d65dfe60d0a282f178a4e7f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c61733dc7162ff94eb0a6864fc68b8ed7d1ddc82e99e49e0410e8ce6cd4c80b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-08T13:27:40Z",
    "title_canon_sha256": "aa23d269538ff4cd476d1e51d23dd06a4bc73ef6de80c751ddf72c8a58f7c151"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.09470",
    "kind": "arxiv",
    "version": 1
  }
}