Pith Number

pith:B563JTAY

pith:2024:B563JTAYOFBILA3HLLH647WUQX

not attested not anchored not stored refs pending

Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts

Andrew C Yao, Yang Yuan, Yifan Luo, Yifan Zhang

arxiv:2402.07625 v7 · 2024-02-12 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{B563JTAYOFBILA3HLLH647WUQX}

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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

Analyze Feature Flow to Enhance Interpretation and Steering in Language Models

Receipt and verification

First computed	2026-07-05T11:40:47.705931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f7db4cc1871428583675acfee7ed485dda1fd3b84f5eb81cc13ba54492ecfd9

Aliases

arxiv: 2402.07625 · arxiv_version: 2402.07625v7 · doi: 10.48550/arxiv.2402.07625 · pith_short_12: B563JTAYOFBI · pith_short_16: B563JTAYOFBILA3H · pith_short_8: B563JTAY

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/B563JTAYOFBILA3HLLH647WUQX \
  | 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: 0f7db4cc1871428583675acfee7ed485dda1fd3b84f5eb81cc13ba54492ecfd9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8dc3a14f071e4e68404da95673e4f7329b5721b842c6a75a33534abf8370bc87",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-12T13:09:21Z",
    "title_canon_sha256": "02ae2f6d86ed4ac00ad5e89ba83c9c99b90a882773fa6b2327d3ba04fbe315c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07625",
    "kind": "arxiv",
    "version": 7
  }
}