Pith Number

pith:55SBHQUD

pith:2026:55SBHQUD3DRGR7I4WJQSPNNNUY

not attested not anchored not stored refs pending

GUI-CIDER: Mid-training GUI Agents via Causal Internalization and Density-aware Exemplar Reselection

Chengcheng Han, Qi Gu, Tianjie Ju, Xunliang Cai, Yanyu Chen, Zheng Wu, Zhengxi Lu, Zhuosheng Zhang

arxiv:2605.28534 v1 · 2026-05-27 · 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{55SBHQUD3DRGR7I4WJQSPNNNUY}

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	2026-05-28T02:04:55.701055Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef6413c283d8e268fd1cb26127b5ada63720134c9cdd045d2f7ef347cd6c0120

Aliases

arxiv: 2605.28534 · arxiv_version: 2605.28534v1 · doi: 10.48550/arxiv.2605.28534 · pith_short_12: 55SBHQUD3DRG · pith_short_16: 55SBHQUD3DRGR7I4 · pith_short_8: 55SBHQUD

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/55SBHQUD3DRGR7I4WJQSPNNNUY \
  | 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: ef6413c283d8e268fd1cb26127b5ada63720134c9cdd045d2f7ef347cd6c0120

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a49fd9d6c9ef228607c798bb876c31fc3e36be26e37413780557adf3fcbfc2c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-27T14:29:41Z",
    "title_canon_sha256": "1a6df7b9f70e949dbea55b04af8e65fb83805997281e71b9aa2da87d29996162"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28534",
    "kind": "arxiv",
    "version": 1
  }
}