Pith. sign in
Pith Number

pith:77WZAHJA

pith:2026:77WZAHJA77HB4RP6HD6TA376GO
not attested not anchored not stored refs pending

Intent Speaks Louder: Controllable User Simulation Beyond Response Imitation

Bo Wang, Leilei Sun, Liangzhe Han, Ruixing Zhang, Tongyu Zhu, Yang Zhang, Yunqi Liu

arxiv:2608.09420 v1 · 2026-08-10 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{77WZAHJA77HB4RP6HD6TA376GO}

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 2026-08-11T02:22:34.222602Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ffed901d20ffce1e45fe38fd306ffe33869e60e2067c0eacd2a818b624f16022

Aliases

arxiv: 2608.09420 · arxiv_version: 2608.09420v1 · doi: 10.48550/arxiv.2608.09420 · pith_short_12: 77WZAHJA77HB · pith_short_16: 77WZAHJA77HB4RP6 · pith_short_8: 77WZAHJA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/77WZAHJA77HB4RP6HD6TA376GO \
  | 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: ffed901d20ffce1e45fe38fd306ffe33869e60e2067c0eacd2a818b624f16022
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "12969278e431f9bed5eab04bbb629186b5ca013f2e5d0b5a428357b353398df0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-10T10:48:40Z",
    "title_canon_sha256": "35a8a50deb1179ab693889e54fb2047c19031b9a4c5281a8278661868c8abc3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.09420",
    "kind": "arxiv",
    "version": 1
  }
}