Pith Number

pith:7E2XWT23

pith:2026:7E2XWT23NBCY4JT747UUQP6DUK

not attested not anchored not stored refs pending

ZEBRA: Zero-Shot Entropy-Regularized Prompt Learning for Base-to-Novel Generalization in Audio-Language Models

Asif Hanif, Mohammad Yaqub

arxiv:2606.31587 v1 · 2026-06-30 · cs.SD · 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{7E2XWT23NBCY4JT747UUQP6DUK}

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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.

Cited by

1 paper in Pith

ZEBRA: Zero-Shot Entropy-Regularized Prompt Learning for Base-to-Novel Generalization in Audio-Language Models

Receipt and verification

First computed	2026-07-01T01:18:08.425045Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9357b4f5b68458e267fe7e9483fc3a2a6086f4cfb6e6ca2e014dc766b08ca72

Aliases

arxiv: 2606.31587 · arxiv_version: 2606.31587v1 · doi: 10.48550/arxiv.2606.31587 · pith_short_12: 7E2XWT23NBCY · pith_short_16: 7E2XWT23NBCY4JT7 · pith_short_8: 7E2XWT23

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/7E2XWT23NBCY4JT747UUQP6DUK \
  | 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: f9357b4f5b68458e267fe7e9483fc3a2a6086f4cfb6e6ca2e014dc766b08ca72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed3b14705edee70bbba012f74dbb245d564307faeb9749e9cd0114d4efcf1133",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-06-30T12:40:45Z",
    "title_canon_sha256": "417a27d94883fc84cac4a6389e1dbcdac8c879d8a45486d68c3c9a291be15053"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.31587",
    "kind": "arxiv",
    "version": 1
  }
}