pith. sign in
Pith Number

pith:DHZFYP5P

pith:2026:DHZFYP5PD5QCHFJUL5NJGWKX4G
not attested not anchored not stored refs pending

ContinuousBench: Can Differentially Private Synthetic Text Improve Capabilities?

Alex Bie, Gautam Kamath, Lillian Tsai, Lucas Rosenblatt, Natalia Ponomareva, Peihan Liu, Rachel Cummings, Roxana Geambasu, Weiwei Kong, Yu Gan

arxiv:2606.01849 v1 · 2026-06-01 · cs.LG · cs.CL · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DHZFYP5PD5QCHFJUL5NJGWKX4G}

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 2026-06-02T02:04:58.494238Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

19f25c3faf1f602395345f5a935957e1ae4da277fcf559a5d8fb4ce04ea79a37

Aliases

arxiv: 2606.01849 · arxiv_version: 2606.01849v1 · doi: 10.48550/arxiv.2606.01849 · pith_short_12: DHZFYP5PD5QC · pith_short_16: DHZFYP5PD5QCHFJU · pith_short_8: DHZFYP5P
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DHZFYP5PD5QCHFJUL5NJGWKX4G \
  | 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: 19f25c3faf1f602395345f5a935957e1ae4da277fcf559a5d8fb4ce04ea79a37
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "61c93d4ec7a5dde49d7d75493161c121a1fcef911392ba4680c1be00be8bd191",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-01T08:00:01Z",
    "title_canon_sha256": "bdbd4469b2e85bee599a041ce45acfaeafea71ac83f02ec15a2480f1c5702c12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01849",
    "kind": "arxiv",
    "version": 1
  }
}