Pith Number

pith:74H4KQXS

pith:2025:74H4KQXSQ5TYJZN442EEY2IJC3

not attested not anchored not stored refs pending

Enhancing Speech Large Language Models through Reinforced Behavior Alignment

Jiateng Li, Yansong Liu, Yuan Liu

arxiv:2509.03526 v2 · 2025-08-25 · cs.CL · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{74H4KQXSQ5TYJZN442EEY2IJC3}

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	2026-05-21T01:04:16.465781Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff0fc542f2876784e5bce6884c690916d39ae6ab8b342949970404da02db2a1f

Aliases

arxiv: 2509.03526 · arxiv_version: 2509.03526v2 · doi: 10.48550/arxiv.2509.03526 · pith_short_12: 74H4KQXSQ5TY · pith_short_16: 74H4KQXSQ5TYJZN4 · pith_short_8: 74H4KQXS

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/74H4KQXSQ5TYJZN442EEY2IJC3 \
  | 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: ff0fc542f2876784e5bce6884c690916d39ae6ab8b342949970404da02db2a1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10b681877d8ae88ca7e6835c89bb15c7b60e8752fd70eb696dadb8df25187aa5",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-25T07:31:48Z",
    "title_canon_sha256": "190d9ef243db4f8c0ebe3accfcd0d2a3fa1e2125d76fac4439db6ceed8e00842"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.03526",
    "kind": "arxiv",
    "version": 2
  }
}