Pith. sign in
Pith Number

pith:6HPLA5BL

pith:2025:6HPLA5BLHOTAGURADAFYMHOIYJ
not attested not anchored not stored refs pending

Teaching AI Stepwise Diagnostic Reasoning with Report-Guided Chain-of-Thought Learning

Dong Liang, Wenwu He, Yihong Luo, Zhuo-Xu Cui

arxiv:2509.06409 v1 · 2025-09-08 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6HPLA5BLHOTAGURADAFYMHOIYJ}

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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.
Receipt and verification
First computed 2026-07-05T12:06:35.232207Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f1deb0742b3ba6035220180b861dc8c2691cc775b9acf90a30e7d2f3fb0562f3

Aliases

arxiv: 2509.06409 · arxiv_version: 2509.06409v1 · doi: 10.48550/arxiv.2509.06409 · pith_short_12: 6HPLA5BLHOTA · pith_short_16: 6HPLA5BLHOTAGURA · pith_short_8: 6HPLA5BL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6HPLA5BLHOTAGURADAFYMHOIYJ \
  | 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: f1deb0742b3ba6035220180b861dc8c2691cc775b9acf90a30e7d2f3fb0562f3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6039b1655eab07b2872368b076f0c07c5ceac2c4ff99b77213f02eecefdabf3b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-09-08T08:01:26Z",
    "title_canon_sha256": "999ddf1dc3a1e7dd1c70adef0f46f8f49c056bbd1cbf5dbf9956c991b90faf82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.06409",
    "kind": "arxiv",
    "version": 1
  }
}