Pith Number

pith:DUT2DQ4T

pith:2024:DUT2DQ4TFUAUUJEJHWOHYQUPND

not attested not anchored not stored refs pending

Verbalized Representation Learning for Interpretable Few-Shot Generalization

Bolei Zhou, Cheng-Fu Yang, Da Yin, Heng Ji, Kai-Wei Chang, Nanyun Peng, Wenbo Hu

arxiv:2411.18651 v3 · 2024-11-27 · cs.CV · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DUT2DQ4TFUAUUJEJHWOHYQUPND}

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	2026-07-05T11:49:48.249581Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d27a1c3932d014a24893d9c7c428f68e4581b5a32865079150d06fdef78581a

Aliases

arxiv: 2411.18651 · arxiv_version: 2411.18651v3 · doi: 10.48550/arxiv.2411.18651 · pith_short_12: DUT2DQ4TFUAU · pith_short_16: DUT2DQ4TFUAUUJEJ · pith_short_8: DUT2DQ4T

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/DUT2DQ4TFUAUUJEJHWOHYQUPND \
  | 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: 1d27a1c3932d014a24893d9c7c428f68e4581b5a32865079150d06fdef78581a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b5687115669671f1191793bf16106e85b6a0c7d93ae71c3edbdb8a4db90e221",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-27T01:55:08Z",
    "title_canon_sha256": "91bf57aeb2dd153986e86a86ef2d8d99b3c13688fd1bff7dc0eba377ede14cca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18651",
    "kind": "arxiv",
    "version": 3
  }
}