Pith Number

pith:4FL2B2U2

pith:2025:4FL2B2U2AHQTYF2HFRF6DNCQGO

not attested not anchored not stored refs pending

BehaviorSFT: Behavioral Token Conditioning for Clinical Agents Across the Proactivity Spectrum

Chanwoo Park, Cynthia Breazeal, Daniel McDuff, Eugene Park, Hae Won Park, Hyeonhoon Lee, Hyewon Jeong, Mingyu Lu, Samir Tulebaev, Shiyun Xiong, Shuyue Stella Li, Xin Liu, Yubin Kim, Zhiyuan Hu

arxiv:2505.21757 v1 · 2025-05-27 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4FL2B2U2AHQTYF2HFRF6DNCQGO}

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	2026-07-05T11:11:03.156634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e157a0ea9a01e13c17472c4be1b45033881eaaab898e59edb9263769e8ee0254

Aliases

arxiv: 2505.21757 · arxiv_version: 2505.21757v1 · doi: 10.48550/arxiv.2505.21757 · pith_short_12: 4FL2B2U2AHQT · pith_short_16: 4FL2B2U2AHQTYF2H · pith_short_8: 4FL2B2U2

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/4FL2B2U2AHQTYF2HFRF6DNCQGO \
  | 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: e157a0ea9a01e13c17472c4be1b45033881eaaab898e59edb9263769e8ee0254

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c9ddd37a320fa280882b0ddbdd5123ef4c19bf7e296c5b6a838d4e09c9858df",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-27T20:48:04Z",
    "title_canon_sha256": "dc6b7e4e4a5773152acf4b78332cdf5813d1fe2f1cf5055faa92cd9158a7d96d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21757",
    "kind": "arxiv",
    "version": 1
  }
}