Pith Number

pith:S3NC7RU2

pith:2025:S3NC7RU2PSKPTQWUIFYGZBJA5F

not attested not anchored not stored refs pending

Leveraging Large Language Models for Spontaneous Speech-Based Suicide Risk Detection

Hong Liu, Jiao Fu, Long Guo, Yifan Gao

arxiv:2507.00693 v1 · 2025-07-01 · cs.SD · cs.CL · eess.AS

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\usepackage{pith}
\pithnumber{S3NC7RU2PSKPTQWUIFYGZBJA5F}

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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.

Cited by

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T11:30:13.070394Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96da2fc69a7c94f9c2d441706c8520e970f386ca4b158d113f9e9cb061bbcecb

Aliases

arxiv: 2507.00693 · arxiv_version: 2507.00693v1 · doi: 10.48550/arxiv.2507.00693 · pith_short_12: S3NC7RU2PSKP · pith_short_16: S3NC7RU2PSKPTQWU · pith_short_8: S3NC7RU2

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/S3NC7RU2PSKPTQWUIFYGZBJA5F \
  | 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: 96da2fc69a7c94f9c2d441706c8520e970f386ca4b158d113f9e9cb061bbcecb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a1071d27b93aa5045fe19f941e72ce3da737aa19520162ec8bb71d5ed2b8989",
    "cross_cats_sorted": [
      "cs.CL",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-07-01T11:45:23Z",
    "title_canon_sha256": "192f2cdc1636599be225dc9d556cec784cc27c8f918ff02c4b87264062bc7023"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00693",
    "kind": "arxiv",
    "version": 1
  }
}