Pith Number

pith:E2SPDIWZ

pith:2025:E2SPDIWZDJVSSME6VLHU4GAGPO

not attested not anchored not stored refs pending

Enhancing Depression Detection with Chain-of-Thought Prompting: From Emotion to Reasoning Using Large Language Models

Jiaqing Liu, Lanfen Lin, Rahul Kumar Jain, Ruibo Hou, Shiyu Teng, Shurong Chai, Tomoko Tateyama, Yen-Wei Chen

arxiv:2502.05879 v1 · 2025-02-09 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E2SPDIWZDJVSSME6VLHU4GAGPO}

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.

Cited by

5 papers in Pith

Dep-LLM: Training-Free Depression Diagnosis via Evidence-Guided Structured Multi-factor with Reliable LLM Reasoning

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches

A Survey of Large Language Models for Perception and Measurement of Human Psychology

AI Models for Depressive Disorder Detection and Diagnosis: A Review

Receipt and verification

First computed	2026-07-05T10:11:44.607134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26a4f1a2d91a6b29309eaacf4e18067b8066aff1d26cad0293c2a1115cf0339d

Aliases

arxiv: 2502.05879 · arxiv_version: 2502.05879v1 · doi: 10.48550/arxiv.2502.05879 · pith_short_12: E2SPDIWZDJVS · pith_short_16: E2SPDIWZDJVSSME6 · pith_short_8: E2SPDIWZ

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/E2SPDIWZDJVSSME6VLHU4GAGPO \
  | 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: 26a4f1a2d91a6b29309eaacf4e18067b8066aff1d26cad0293c2a1115cf0339d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ce3e2dfeb59373ab97861204b407101144106bde8c4235dbb2b420262332eaf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-09T12:30:57Z",
    "title_canon_sha256": "5f6bdb7cd7ae2e985167e55b58116d4f478d615f2a333bc459faa2749237e708"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05879",
    "kind": "arxiv",
    "version": 1
  }
}