Pith Number

pith:TS7ZKKG4

pith:2026:TS7ZKKG4PYPNQMU3C3XJVAU5QO

not attested not anchored not stored refs pending

Listen, Do Not Copy: Internalizing Audio-Grounded Scaffold Context for Robust Omni-Model Speech Understanding

Biao Tian, Li Liu, Minghao Yang, Pengfei Zhang, Tianxin Xie, Xiangang Li

arxiv:2607.21943 v1 · 2026-07-24 · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TS7ZKKG4PYPNQMU3C3XJVAU5QO}

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	2026-07-27T00:20:29.050291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cbf9528dc7e1ed8329b16ee9a829d83bf1ec123f5cb62ee2c73f443ebf125d8

Aliases

arxiv: 2607.21943 · arxiv_version: 2607.21943v1 · doi: 10.48550/arxiv.2607.21943 · pith_short_12: TS7ZKKG4PYPN · pith_short_16: TS7ZKKG4PYPNQMU3 · pith_short_8: TS7ZKKG4

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/TS7ZKKG4PYPNQMU3C3XJVAU5QO \
  | 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: 9cbf9528dc7e1ed8329b16ee9a829d83bf1ec123f5cb62ee2c73f443ebf125d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95ea5061430482feaa724e2b09a74aef836a30ead88ce3076d34e528cf540fa3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-07-24T03:39:34Z",
    "title_canon_sha256": "39decbd776f4a52abddc187226a55359f3debe0b32e1dfe2c8af3e020c7bfd3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.21943",
    "kind": "arxiv",
    "version": 1
  }
}